Other Workshops and Events (2015)


Contents

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Proceedings of the 11th International Conference on Computational Semantics

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Proceedings of the 11th International Conference on Computational Semantics
Matthew Purver | Mehrnoosh Sadrzadeh | Matthew Stone

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Leveraging a Semantically Annotated Corpus to Disambiguate Prepositional Phrase Attachment
Guy Emerson | Ann Copestake

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Prepositional Phrase Attachment Problem Revisited: how Verbnet can Help
Daniel Bailey | Yuliya Lierler | Benjamin Susman

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From Adjective Glosses to Attribute Concepts: Learning Different Aspects That an Adjective Can Describe
Omid Bakhshandeh | James Allen

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Exploiting Fine-grained Syntactic Transfer Features to Predict the Compositionality of German Particle Verbs
Stefan Bott | Sabine Schulte im Walde

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Multilingual Reliability and “Semantic” Structure of Continuous Word Spaces
Maximilian Köper | Christian Scheible | Sabine Schulte im Walde

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Clarifying Intentions in Dialogue: A Corpus Study
Julian J. Schlöder | Raquel Fernández

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From distributional semantics to feature norms: grounding semantic models in human perceptual data
Luana Fagarasan | Eva Maria Vecchi | Stephen Clark

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Obtaining a Better Understanding of Distributional Models of German Derivational Morphology
Max Kisselew | Sebastian Padó | Alexis Palmer | Jan Šnajder

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Semantic Complexity of Quantifiers and Their Distribution in Corpora
Jakub Szymanik | Camilo Thorne

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Sound-based distributional models
Alessandro Lopopolo | Emiel van Miltenburg

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Alignment of Eye Movements and Spoken Language for Semantic Image Understanding
Preethi Vaidyanathan | Emily Prud’hommeaux | Cecilia O. Alm | Jeff B. Pelz | Anne R. Haake

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From a Distance: Using Cross-lingual Word Alignments for Noun Compound Bracketing
Patrick Ziering | Lonneke van der Plas

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Unsupervised Learning of Coherent and General Semantic Classes for Entity Aggregates
Henry Anaya-Sánchez | Anselmo Peñas

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Crowdsourced Word Sense Annotations and Difficult Words and Examples
Oier Lopez de Lacalle | Eneko Agirre

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Curse or Boon? Presence of Subjunctive Mood in Opinionated Text
Sapna Negi | Paul Buitelaar

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Hierarchical Statistical Semantic Realization for Minimal Recursion Semantics
Matic Horvat | Ann Copestake | Bill Byrne

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Uniform Surprisal at the Level of Discourse Relations: Negation Markers and Discourse Connective Omission
Fatemeh Torabi Asr | Vera Demberg

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Efficiency in Ambiguity: Two Models of Probabilistic Semantics for Natural Language
Daoud Clarke | Bill Keller

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On the Proper Treatment of Quantifiers in Probabilistic Logic Semantics
Islam Beltagy | Katrin Erk

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Mr Darcy and Mr Toad, gentlemen: distributional names and their kinds
Aurélie Herbelot

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Feeling is Understanding: From Affective to Semantic Spaces
Elias Iosif | Alexandros Potamianos

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Automatic Noun Compound Interpretation using Deep Neural Networks and Word Embeddings
Corina Dima | Erhard Hinrichs

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Integrating Non-Linguistic Events into Discourse Structure
Julie Hunter | Nicholas Asher | Alex Lascarides

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A Discriminative Model for Perceptually-Grounded Incremental Reference Resolution
Casey Kennington | Livia Dia | David Schlangen

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Incremental Semantics for Dialogue Processing: Requirements, and a Comparison of Two Approaches
Julian Hough | Casey Kennington | David Schlangen | Jonathan Ginzburg

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Semantic Dependency Graph Parsing Using Tree Approximations
Željko Agić | Alexander Koller | Stephan Oepen

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Semantic construction with graph grammars
Alexander Koller

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Layers of Interpretation: On Grammar and Compositionality
Emily M. Bender | Dan Flickinger | Stephan Oepen | Woodley Packard | Ann Copestake

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Pragmatic Rejection
Julian J. Schlöder | Raquel Fernández

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Feedback in Conversation as Incremental Semantic Update
Arash Eshghi | Christine Howes | Eleni Gregoromichelaki | Julian Hough | Matthew Purver

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Dynamics of Public Commitments in Dialogue
Antoine Venant | Nicholas Asher

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Simple Interval Temporal Logic for Natural Language Assertion Descriptions
Reyadh Alluhaibi

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How hard is this query? Measuring the Semantic Complexity of Schema-agnostic Queries
André Freitas | Juliano Efson Sales | Siegfried Handschuh | Edward Curry





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Proceedings of the 2nd Workshop on Argumentation Mining

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Proceedings of the 2nd Workshop on Argumentation Mining
Claire Cardie

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Linking the Thoughts: Analysis of Argumentation Structures in Scientific Publications
Christian Kirschner | Judith Eckle-Kohler | Iryna Gurevych

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Identifying Argumentation Schemes in Genetics Research Articles
Nancy Green

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Extracting Argument and Domain Words for Identifying Argument Components in Texts
Huy Nguyen | Diane Litman

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Towards relation based Argumentation Mining
Lucas Carstens | Francesca Toni

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A Shared Task on Argumentation Mining in Newspaper Editorials
Johannes Kiesel | Khalid Al-Khatib | Matthias Hagen | Benno Stein

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Conditional Random Fields for Identifying Appropriate Types of Support for Propositions in Online User Comments
Joonsuk Park | Arzoo Katiyar | Bishan Yang

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A Computational Approach for Generating Toulmin Model Argumentation
Paul Reisert | Naoya Inoue | Naoaki Okazaki | Kentaro Inui

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Argument Extraction from News
Christos Sardianos | Ioannis Manousos Katakis | Georgios Petasis | Vangelis Karkaletsis

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From Argumentation Mining to Stance Classification
Parinaz Sobhani | Diana Inkpen | Stan Matwin

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Argument Discovery and Extraction with the Argument Workbench
Adam Wyner | Wim Peters | David Price

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Automatic Claim Negation: Why, How and When
Yonatan Bilu | Daniel Hershcovich | Noam Slonim

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Learning Sentence Ordering for Opinion Generation of Debate
Toshihiko Yanase | Toshinori Miyoshi | Kohsuke Yanai | Misa Sato | Makoto Iwayama | Yoshiki Niwa | Paul Reisert | Kentaro Inui

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Towards Detecting Counter-considerations in Text
Andreas Peldszus | Manfred Stede

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Identifying Prominent Arguments in Online Debates Using Semantic Textual Similarity
Filip Boltužić | Jan Šnajder

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And That’s A Fact: Distinguishing Factual and Emotional Argumentation in Online Dialogue
Shereen Oraby | Lena Reed | Ryan Compton | Ellen Riloff | Marilyn Walker | Steve Whittaker

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Combining Argument Mining Techniques
John Lawrence | Chris Reed


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Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications

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Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications
Joel Tetreault | Jill Burstein | Claudia Leacock

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Candidate evaluation strategies for improved difficulty prediction of language tests
Lisa Beinborn | Torsten Zesch | Iryna Gurevych

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Feature selection for automated speech scoring
Anastassia Loukina | Klaus Zechner | Lei Chen | Michael Heilman

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Incorporating Coherence of Topics as a Criterion in Automatic Response-to-Text Assessment of the Organization of Writing
Zahra Rahimi | Diane Litman | Elaine Wang | Richard Correnti

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Automatic morphological analysis of learner Hungarian
Scott Ledbetter | Markus Dickinson

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Automated Scoring of Picture-based Story Narration
Swapna Somasundaran | Chong Min Lee | Martin Chodorow | Xinhao Wang

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Measuring Feature Diversity in Native Language Identification
Shervin Malmasi | Aoife Cahill

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Automated Evaluation of Scientific Writing: AESW Shared Task Proposal
Vidas Daudaravičius

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Scoring Persuasive Essays Using Opinions and their Targets
Noura Farra | Swapna Somasundaran | Jill Burstein

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Towards Automatic Description of Knowledge Components
Cyril Goutte | Guillaume Durand | Serge Léger

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The Impact of Training Data on Automated Short Answer Scoring Performance
Michael Heilman | Nitin Madnani

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Interpreting Questions with a Log-Linear Ranking Model in a Virtual Patient Dialogue System
Evan Jaffe | Michael White | William Schuler | Eric Fosler-Lussier | Alex Rosenfeld | Douglas Danforth

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Identifying Patterns For Short Answer Scoring Using Graph-based Lexico-Semantic Text Matching
Lakshmi Ramachandran | Jian Cheng | Peter Foltz

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Lark Trills for Language Drills: Text-to-speech technology for language learners
Elena Volodina | Dijana Pijetlovic

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The Jinan Chinese Learner Corpus
Maolin Wang | Shervin Malmasi | Mingxuan Huang

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Reducing Annotation Efforts in Supervised Short Answer Scoring
Torsten Zesch | Michael Heilman | Aoife Cahill

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Annotation and Classification of Argumentative Writing Revisions
Fan Zhang | Diane Litman

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Embarrassed or Awkward? Ranking Emotion Synonyms for ESL Learners’ Appropriate Wording
Wei-Fan Chen | Mei-Hua Chen | Lun-Wei Ku

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RevUP: Automatic Gap-Fill Question Generation from Educational Texts
Girish Kumar | Rafael Banchs | Luis Fernando D’Haro

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Preliminary Experiments on Crowdsourced Evaluation of Feedback Granularity
Nitin Madnani | Martin Chodorow | Aoife Cahill | Melissa Lopez | Yoko Futagi | Yigal Attali

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Oracle and Human Baselines for Native Language Identification
Shervin Malmasi | Joel Tetreault | Mark Dras

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Using PEGWriting® to Support the Writing Motivation and Writing Quality of Eighth-Grade Students: A Quasi-Experimental Study
Joshua Wilson | Trish Martin

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Towards Creating Pedagogic Views from Encyclopedic Resources
Ditty Mathew | Dhivya Eswaran | Sutanu Chakraborti

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Judging the Quality of Automatically Generated Gap-fill Question using Active Learning
Nobal Bikram Niraula | Vasile Rus

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Generating Reference Texts for Short Answer Scoring Using Graph-based Summarization
Lakshmi Ramachandran | Peter Foltz

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Evaluating the performance of Automated Text Scoring systems
Helen Yannakoudakis | Ronan Cummins

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Task-Independent Features for Automated Essay Grading
Torsten Zesch | Michael Wojatzki | Dirk Scholten-Akoun

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Using Learner Data to Improve Error Correction in Adjective–Noun Combinations
Ekaterina Kochmar | Ted Briscoe

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Using NLP to Support Scalable Assessment of Short Free Text Responses
Alistair Willis

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Automatically Scoring Freshman Writing: A Preliminary Investigation
Courtney Napoles | Chris Callison-Burch


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Proceedings of the Fourth Workshop on Computational Linguistics for Literature

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Proceedings of the Fourth Workshop on Computational Linguistics for Literature
Anna Feldman | Anna Kazantseva | Stan Szpakowicz | Corina Koolen

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Tools for Digital Humanities: Enabling Access to the Old Occitan Romance of Flamenca
Olga Scrivner | Sandra Kübler

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RhymeDesign: A Tool for Analyzing Sonic Devices in Poetry
Nina McCurdy | Vivek Srikumar | Miriah Meyer

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Rhetorical Figure Detection: the Case of Chiasmus
Marie Dubremetz | Joakim Nivre

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Validating Literary Theories Using Automatic Social Network Extraction
Prashant Jayannavar | Apoorv Agarwal | Melody Ju | Owen Rambow

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GutenTag: an NLP-driven Tool for Digital Humanities Research in the Project Gutenberg Corpus
Julian Brooke | Adam Hammond | Graeme Hirst

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A Pilot Experiment on Exploiting Translations for Literary Studies on Kafka’s “Verwandlung”
Fabienne Cap | Ina Rösiger | Jonas Kuhn

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Identifying Literary Texts with Bigrams
Andreas van Cranenburgh | Corina Koolen

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Visualizing Poetry with SPARSAR – Visual Maps from Poetic Content
Rodolfo Delmonte

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Towards a better understanding of Burrows’s Delta in literary authorship attribution
Stefan Evert | Thomas Proisl | Thorsten Vitt | Christof Schöch | Fotis Jannidis | Steffen Pielström

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Gender-Based Vocation Identification in Swedish 19th Century Prose Fiction using Linguistic Patterns, NER and CRF Learning
Dimitrios Kokkinakis | Ann Ighe | Mats Malm

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Rule-based Coreference Resolution in German Historic Novels
Markus Krug | Frank Puppe | Fotis Jannidis | Luisa Macharowsky | Isabella Reger | Lukas Weimar

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A computational linguistic approach to Spanish Golden Age Sonnets: metrical and semantic aspects
Borja Navarro

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AUTOMATED TRANSLATION OF A LITERARY WORK: A PILOT STUDY
Laurent Besacier | Lane Schwartz

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Translating Literary Text between Related Languages using SMT
Antonio Toral | Andy Way


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Proceedings of the The 3rd Workshop on EVENTS: Definition, Detection, Coreference, and Representation

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Proceedings of the The 3rd Workshop on EVENTS: Definition, Detection, Coreference, and Representation
Eduard Hovy | Teruko Mitamura | Martha Palmer

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Translating Granularity of Event Slots into Features for Event Coreference Resolution.
Agata Cybulska | Piek Vossen

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Word Sense Disambiguation via PropStore and OntoNotes for Event Mention Detection
Nicolas R. Fauceglia | Yiu-Chang Lin | Xuezhe Ma | Eduard Hovy

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Opposition Relations among Verb Frames
Anna Feltracco | Elisabetta Jezek | Bernardo Magnini

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Encoding event structure in Urdu/Hindi VerbNet
Annette Hautli-Janisz | Tracy Holloway King | Gilian Ramchand

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Using Topic Modeling and Similarity Thresholds to Detect Events
Nathan Keane | Connie Yee | Liang Zhou

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Detecting Causally Embedded Structures Using an Evolutionary Algorithm
Chen Li | Roxana Girju

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Evaluation Algorithms for Event Nugget Detection : A Pilot Study
Zhengzhong Liu | Teruko Mitamura | Eduard Hovy

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Event analysis for information extraction from business-based technical documents
Bell Manrique Losada | Carlos Mario Zapata Jaramillo

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Event Nugget Annotation: Processes and Issues
Teruko Mitamura | Yukari Yamakawa | Susan Holm | Zhiyi Song | Ann Bies | Seth Kulick | Stephanie Strassel

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Game-Changing Event Definition and Detection in an eSports Corpus
Emily Olshefski

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Identifying Various Kinds of Event Mentions in K-Parser Output
Arpit Sharma | Nguyen Vo | Somak Aditya | Chitta Baral

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From Light to Rich ERE: Annotation of Entities, Relations, and Events
Zhiyi Song | Ann Bies | Stephanie Strassel | Tom Riese | Justin Mott | Joe Ellis | Jonathan Wright | Seth Kulick | Neville Ryant | Xiaoyi Ma

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Classification and Acquisition of Contradictory Event Pairs using Crowdsourcing
Yu Takabatake | Hajime Morita | Daisuke Kawahara | Sadao Kurohashi | Ryuichiro Higashinaka | Yoshihiro Matsuo

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Semantic Interoperability for Cross-lingual and cross-document Event Detection
Piek Vossen | Egoitz Laparra | German Rigau | Itziar Aldabe

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Modeling and Characterizing Social Media Topics Using the Gamma Distribution
Connie Yee | Nathan Keane | Liang Zhou


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Proceedings of the 11th Workshop on Multiword Expressions

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Proceedings of the 11th Workshop on Multiword Expressions

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A Method of Accounting Bigrams in Topic Models
Michael Nokel | Natalia Loukachevitch

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Multiword Expression Identification with Recurring Tree Fragments and Association Measures
Federico Sangati | Andreas van Cranenburgh

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How to Account for Idiomatic German Support Verb Constructions in Statistical Machine Translation
Fabienne Cap | Manju Nirmal | Marion Weller | Sabine Schulte im Walde

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A Multiword Expression Data Set: Annotating Non-Compositionality and Conventionalization for English Noun Compounds
Meghdad Farahmand | Aaron Smith | Joakim Nivre

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Modeling the Statistical Idiosyncrasy of Multiword Expressions
Meghdad Farahmand | Joakim Nivre

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Clustering-based Approach to Multiword Expression Extraction and Ranking
Elena Tutubalina

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How Constructions Mean
Paul Kay | Laura A. Michaelis

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Never-Ending Multiword Expressions Learning
Alexandre Rondon | Helena Caseli | Carlos Ramisch

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The Impact of Multiword Expression Compositionality on Machine Translation Evaluation
Bahar Salehi | Nitika Mathur | Paul Cook | Timothy Baldwin

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The Bare Necessities: Increasing Lexical Coverage for Multi-Word Domain Terms with Less Lexical Data
Branimir Boguraev | Esme Manandise | Benjamin Segal

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Phrase translation using a bilingual dictionary and n-gram data: A case study from Vietnamese to English
Khang Nhut Lam | Feras Al Tarouti | Jugal Kalita

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Annotation and Extraction of Multiword Expressions in Turkish Treebanks
Gülşen Eryiǧit | Kübra ADALI | Dilara Torunoğlu-Selamet | Umut Sulubacak | Tuğba Pamay

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Event Categorization beyond Verb Senses
Aron Marvel | Jean-Pierre Koenig

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Muddying The Multiword Expression Waters: How Cognitive Demand Affects Multiword Expression Production
Adam Goodkind | Andrew Rosenberg

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Building a Lexicon of Formulaic Language for Language Learners
Julian Brooke | Adam Hammond | David Jacob | Vivian Tsang | Graeme Hirst | Fraser Shein


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Proceedings of the Ninth Workshop on Syntax, Semantics and Structure in Statistical Translation

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Proceedings of the Ninth Workshop on Syntax, Semantics and Structure in Statistical Translation
Dekai Wu | Marine Carpuat | Eneko Agirre | Nora Aranberri

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Harmonizing word alignments and syntactic structures for extracting phrasal translation equivalents
Dun Deng | Nianwen Xue | Shiman Guo

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Non-projective Dependency-based Pre-Reordering with Recurrent Neural Network for Machine Translation
Antonio Valerio Miceli-Barone | Giuseppe Attardi

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Translating Negation: Induction, Search And Model Errors
Federico Fancellu | Bonnie Webber

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SMT error analysis and mapping to syntactic, semantic and structural fixes
Nora Aranberri

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Unsupervised False Friend Disambiguation Using Contextual Word Clusters and Parallel Word Alignments
Maryam Aminian | Mahmoud Ghoneim | Mona Diab

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METEOR-WSD: Improved Sense Matching in MT Evaluation
Marianna Apidianaki | Benjamin Marie

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Analyzing English-Spanish Named-Entity enhanced Machine Translation
Mikel Artetxe | Eneko Agirre | Inaki Alegria | Gorka Labaka

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Predicting Prepositions for SMT
Marion Weller | Alexander Fraser | Sabine Schulte im Walde

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Translation reranking using source phrase dependency features
Antonio Valerio Miceli-Barone

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Semantics-based pretranslation for SMT using fuzzy matches
Tom Vanallemeersch | Vincent Vandeghinste

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What Matters Most in Morphologically Segmented SMT Models?
Mohammad Salameh | Colin Cherry | Grzegorz Kondrak

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Improving Chinese-English PropBank Alignment
Shumin Wu | Martha Palmer



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Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality

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Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality

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From ADHD to SAD: Analyzing the Language of Mental Health on Twitter through Self-Reported Diagnoses
Glen Coppersmith | Mark Dredze | Craig Harman | Kristy Hollingshead

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Quantifying the Language of Schizophrenia in Social Media
Margaret Mitchell | Kristy Hollingshead | Glen Coppersmith

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The role of personality, age, and gender in tweeting about mental illness
Daniel Preoţiuc-Pietro | Johannes Eichstaedt | Gregory Park | Maarten Sap | Laura Smith | Victoria Tobolsky | H. Andrew Schwartz | Lyle Ungar

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CLPsych 2015 Shared Task: Depression and PTSD on Twitter
Glen Coppersmith | Mark Dredze | Craig Harman | Kristy Hollingshead | Margaret Mitchell

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Mental Illness Detection at the World Well-Being Project for the CLPsych 2015 Shared Task
Daniel Preoţiuc-Pietro | Maarten Sap | H. Andrew Schwartz | Lyle Ungar

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Screening Twitter Users for Depression and PTSD with Lexical Decision Lists
Ted Pedersen

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The University of Maryland CLPsych 2015 Shared Task System
Philip Resnik | William Armstrong | Leonardo Claudino | Thang Nguyen

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Computational cognitive modeling of inflectional verb morphology in Spanish-speakers for the characterization and diagnosis of Alzheimer’s Disease
M. Dolores del Castillo | J. Ignacio Serrano | Jesús Oliva

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Recursive Neural Networks for Coding Therapist and Patient Behavior in Motivational Interviewing
Michael Tanana | Kevin Hallgren | Zac Imel | David Atkins | Padhraic Smyth | Vivek Srikumar

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Putting Feelings into Words: Cross-Linguistic Markers of the Referential Process
Sean Murphy | Bernard Maskit | Wilma Bucci

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Towards Developing an Annotation Scheme for Depressive Disorder Symptoms: A Preliminary Study using Twitter Data
Danielle Mowery | Craig Bryan | Mike Conway

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Beyond LDA: Exploring Supervised Topic Modeling for Depression-Related Language in Twitter
Philip Resnik | William Armstrong | Leonardo Claudino | Thang Nguyen | Viet-An Nguyen | Jordan Boyd-Graber

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Automated morphological analysis of clinical language samples
Kyle Gorman | Steven Bedrick | Géza Kiss | Eric Morley | Rosemary Ingham | Metrah Mohammed | Katina Papadakis | Jan van Santen

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Similarity Measures for Quantifying Restrictive and Repetitive Behavior in Conversations of Autistic Children
Masoud Rouhizadeh | Richard Sproat | Jan van Santen

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Practical issues in developing semantic frameworks for the analysis of verbal fluency data: A Norwegian data case study
Mark Rosenstein | Peter Foltz | Anja Vaskinn | Brita Elvevåg

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A Computer Program for Tracking the Evolution of a Psychotherapy Treatment
Bernard Maskit | Wilma Bucci | Sean Murphy



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Proceedings of the Third Workshop on Metaphor in NLP

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Proceedings of the Third Workshop on Metaphor in NLP
Ekaterina Shutova | Beata Beigman Klebanov | Patricia Lichtenstein

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Effects of Situational Factors on Metaphor Detection in an Online Discussion Forum
Hyeju Jang | Miaomiao Wen | Carolyn Rosé

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Supervised Word-Level Metaphor Detection: Experiments with Concreteness and Reweighting of Examples
Beata Beigman Klebanov | Chee Wee Leong | Michael Flor

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Modeling the interaction between sensory and affective meanings for detecting metaphor
Andrew Gargett | John Barnden

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Exploring Sensorial Features for Metaphor Identification
Serra Sinem Tekiroğlu | Gözde Özbal | Carlo Strapparava

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MetaNet: Deep semantic automatic metaphor analysis
Ellen Dodge | Jisup Hong | Elise Stickles

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High-Precision Abductive Mapping of Multilingual Metaphors
Jonathan Gordon | Jerry Hobbs | Jonathan May | Fabrizio Morbini

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A Corpus of Rich Metaphor Annotation
Jonathan Gordon | Jerry Hobbs | Jonathan May | Michael Mohler | Fabrizio Morbini | Bryan Rink | Marc Tomlinson | Suzanne Wertheim

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Understanding Cultural Conflicts using Metaphors and Sociolinguistic Measures of Influence
Samira Shaikh | Tomek Strzalkowski | Sarah Taylor | John Lien | Ting Liu | George Aaron Broadwell | Laurie Feldman | Boris Yamrom | Kit Cho | Yuliya Peshkova

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Chinese CogBank: Where to See the Cognitive Features of Chinese Words
Bin Li | Xiaopeng Bai | Siqi Yin | Jie Xu

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Fighting Words and Antagonistic Worlds
Tony Veale


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Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing

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Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing
Phil Blunsom | Shay Cohen | Paramveer Dhillon | Percy Liang

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A Simple Word Embedding Model for Lexical Substitution
Oren Melamud | Omer Levy | Ido Dagan

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Unsupervised Text Normalization Using Distributed Representations of Words and Phrases
Vivek Kumar Rangarajan Sridhar

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A Multi-classifier Approach to support Coreference Resolution in a Vector Space Model
Ana Zelaia | Olatz Arregi | Basilio Sierra

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Neural context embeddings for automatic discovery of word senses
Mikael Kågebäck | Fredrik Johansson | Richard Johansson | Devdatt Dubhashi

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Distributional Representations of Words for Short Text Classification
Chenglong Ma | Weiqun Xu | Peijia Li | Yonghong Yan

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Relation Extraction: Perspective from Convolutional Neural Networks
Thien Huu Nguyen | Ralph Grishman

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Distributional Semantic Concept Models for Entity Relation Discovery
Jay Urbain | Glenn Bushee | George Kowalski

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A Deep Architecture for Non-Projective Dependency Parsing
Erick Fonseca | Sandra Aluísio

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Short Text Clustering via Convolutional Neural Networks
Jiaming Xu | Peng Wang | Guanhua Tian | Bo Xu | Jun Zhao | Fangyuan Wang | Hongwei Hao

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A Word-Embedding-based Sense Index for Regular Polysemy Representation
Marco Del Tredici | Núria Bel

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Simple Semi-Supervised POS Tagging
Karl Stratos | Michael Collins

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Learning Distributed Representations for Multilingual Text Sequences
Hieu Pham | Thang Luong | Christopher Manning

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Combining Distributed Vector Representations for Words
Justin Garten | Kenji Sagae | Volkan Ustun | Morteza Dehghani

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Dependency Link Embeddings: Continuous Representations of Syntactic Substructures
Mohit Bansal

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DeepNL: a Deep Learning NLP pipeline
Giuseppe Attardi

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A Vector Space Approach for Aspect Based Sentiment Analysis
Abdulaziz Alghunaim | Mitra Mohtarami | Scott Cyphers | Jim Glass

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Word Embeddings vs Word Types for Sequence Labeling: the Curious Case of CV Parsing
Melanie Tosik | Carsten Lygteskov Hansen | Gerard Goossen | Mihai Rotaru

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Morpho-syntactic Regularities in Continuous Word Representations: A multilingual study.
Garrett Nicolai | Colin Cherry | Grzegorz Kondrak

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Towards Combined Matrix and Tensor Factorization for Universal Schema Relation Extraction
Sameer Singh | Tim Rocktäschel | Sebastian Riedel

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Neural word embeddings with multiplicative feature interactions for tensor-based compositions
Joo-Kyung Kim | Marie-Catherine de Marneffe | Eric Fosler-Lussier

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Bilingual Word Representations with Monolingual Quality in Mind
Thang Luong | Hieu Pham | Christopher D. Manning

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Distributed Word Representations Improve NER for e-Commerce
Mahesh Joshi | Ethan Hart | Mirko Vogel | Jean-David Ruvini

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Semantic Information Extraction for Improved Word Embeddings
Jiaqiang Chen | Gerard de Melo

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Named Entity Recognition for Arabic Social Media
Ayah Zirikly | Mona Diab

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Vector Space Models for Scientific Document Summarization
John Conroy | Sashka Davis

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Unsupervised Topic Modeling for Short Texts Using Distributed Representations of Words
Vivek Kumar Rangarajan Sridhar

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Estimating User Location in Social Media with Stacked Denoising Auto-encoders
Ji Liu | Diana Inkpen


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Proceedings of The 9th Linguistic Annotation Workshop

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Proceedings of The 9th Linguistic Annotation Workshop
Adam Meyers | Ines Rehbein | Heike Zinsmeister

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Scaling Semantic Frame Annotation
Nancy Chang | Praveen Paritosh | David Huynh | Collin Baker

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An Analytic and Empirical Evaluation of Return-on-Investment-Based Active Learning
Robbie Haertel | Eric Ringger | Kevin Seppi | Paul Felt

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Annotating genericity: a survey, a scheme, and a corpus
Annemarie Friedrich | Alexis Palmer | Melissa Peate Sørensen | Manfred Pinkal

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Design and Annotation of the First Italian Corpus for Text Simplification
Dominique Brunato | Felice Dell’Orletta | Giulia Venturi | Simonetta Montemagni

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On the Discoursive Structure of Computer Graphics Research Papers
Beatriz Fisas | Horacio Saggion | Francesco Ronzano

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Semantic Annotation of Japanese Functional Expressions and its Impact on Factuality Analysis
Yudai Kamioka | Kazuya Narita | Junta Mizuno | Miwa Kanno | Kentaro Inui

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A Qualitative Analysis of a Corpus of Opinion Summaries based on Aspects
Roque López | Thiago Pardo | Lucas Avanço | Pedro Filho | Alessandro Bokan | Paula Cardoso | Márcio Dias | Fernando Nóbrega | Marco Cabezudo | Jackson Souza | Andressa Zacarias | Eloize Seno | Ariani Di Felippo

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Developing Language-tagged Corpora for Code-switching Tweets
Suraj Maharjan | Elizabeth Blair | Steven Bethard | Thamar Solorio

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Annotating Geographical Entities on Microblog Text
Koji Matsuda | Akira Sasaki | Naoaki Okazaki | Kentaro Inui

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The Annotation Process of the ITU Web Treebank
Tuğba Pamay | Umut Sulubacak | Dilara Torunoğlu-Selamet | Gülşen Eryiğit

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Part of Speech Annotation of Intermediate Versions in the Keystroke Logged Translation Corpus
Tatiana Serbina | Paula Niemietz | Matthias Fricke | Philipp Meisen | Stella Neumann

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A Hierarchy with, of, and for Preposition Supersenses
Nathan Schneider | Vivek Srikumar | Jena D. Hwang | Martha Palmer

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Bilingual English-Czech Valency Lexicon Linked to a Parallel Corpus
Zdeňka Urešová | Ondřej Dušek | Eva Fučíková | Jan Hajič | Jana Šindlerová

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Correction Annotation for Non-Native Arabic Texts: Guidelines and Corpus
Wajdi Zaghouani | Nizar Habash | Houda Bouamor | Alla Rozovskaya | Behrang Mohit | Abeer Heider | Kemal Oflazer

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Balancing the Existing and the New in the Context of Annotating Non-Canonical Language
Ann Bies

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Parsing Learner Text: to Shoehorn or not to Shoehorn
Aoife Cahill

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Non-canonical language is not harder to annotate than canonical language
Barbara Plank | Héctor Martínez Alonso | Anders Søgaard

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What I’ve learned about annotating informal text (and why you shouldn’t take my word for it)
Nathan Schneider

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On Grammaticality in the Syntactic Annotation of Learner Language
Markus Dickinson | Marwa Ragheb

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Across Languages and Genres: Creating a Universal Annotation Scheme for Textual Relations
Ekaterina Lapshinova-Koltunski | Anna Nedoluzhko | Kerstin Anna Kunz

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Annotating the Implicit Content of Sluices
Pranav Anand | Jim McCloskey

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Annotating Causal Language Using Corpus Lexicography of Constructions
Jesse Dunietz | Lori Levin | Jaime Carbonell



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Proceedings of the 20th Nordic Conference of Computational Linguistics (NODALIDA 2015)

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Proceedings of the 20th Nordic Conference of Computational Linguistics (NODALIDA 2015)
Beáta Megyesi

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Invited Talk: How Much Information Does a Human Translator Add to the Original?
Kevin Knight

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Invited Talk: Modeling Socio-Emotional Humanoid Agent
Catherine Pelachaud

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Invited Talk: Embedding Probabilistic Logic for Machine Reading
Sebastian Riedel

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Defining the Eukalyptus forest – the Koala treebank of Swedish
Yvonne Adesam | Gerlof Bouma | Richard Johansson

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A case study on supervised classification of Swedish pseudo-coordination
Malin Ahlberg | Peter Andersson | Markus Forsberg | Nina Tahmasebi

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Supersense tagging for Danish
Héctor Martínez Alonso | Anders Johannsen | Sussi Olsen | Sanni Nimb | Nicolai Hartvig Sørensen | Anna Braasch | Anders Søgaard | Bolette Sandford Pedersen

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CG-3 — Beyond Classical Constraint Grammar
Eckhard Bick | Tino Didriksen

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Automatic Lemmatisation of Lithuanian MWEs
Loïc Boizou | Jolanta Kovalevskaitė | Erika Rimkutė

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Linguistically Motivated Question Classification
Alexandr Chernov | Volha Petukhova | Dietrich Klakow

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Resolving Spatial References using Crowdsourced Geographical Data
Jana Götze | Johan Boye

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Combining Relational and Distributional Knowledge for Word Sense Disambiguation
Richard Johansson | Luis Nieto Piña

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Talebob - an Interactive Speech Trainer for Danish
Peter Juel Henrichsen

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The Effect of Author Set Size in Authorship Attribution for Lithuanian
Jurgita Kapočiūtė-Dzikienė | Ligita Šarkutė | Andrius Utka

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Looking hard: Eye tracking for detecting grammaticality of automatically compressed sentences
Sigrid Klerke | Héctor Martínez Alonso | Anders Søgaard

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Towards the Classification of the Finnish Internet Parsebank: Detecting Translations and Informality
Veronika Laippala | Jenna Kanerva | Anna Missilä | Sampo Pyysalo | Tapio Salakoski | Filip Ginter

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Improving cross-domain dependency parsing with dependency-derived clusters
Jostein Lien | Erik Velldal | Lilja Øvrelid

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An Optimal Quadratic Approach to Monolingual Paraphrase Alignment
Mihai Lintean | Vasile Rus

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Sentence Compression For Automatic Subtitling
Juhani Luotolahti | Filip Ginter

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Topic Models: Accounting Component Structure of Bigrams
Michael Nokel | Natalia Loukachevitch

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Improving Verb Phrase Extraction from Historical Text by use of Verb Valency Frames
Eva Pettersson | Joakim Nivre

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Universal Dependencies for Finnish
Sampo Pyysalo | Jenna Kanerva | Anna Missilä | Veronika Laippala | Filip Ginter

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Automatic word stress annotation of Russian unrestricted text
Robert Reynolds | Francis Tyers

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Self Organizing Maps for the Visual Analysis of Pitch Contours
Dominik Sacha | Yuki Asano | Christian Rohrdantz | Felix Hamborg | Daniel Keim | Bettina Braun | Miriam Butt

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Improving the Cross-Lingual Projection of Syntactic Dependencies
Jörg Tiedemann

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Assessing the Performance of Automatic Speech Recognition Systems When Used by Native and Non-Native Speakers of Three Major Languages in Dictation Workflows
Julián Zapata | Andreas Søeborg Kirkedal

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Inferring the location of authors from words in their texts
Max Berggren | Jussi Karlgren | Robert Östling | Mikael Parkvall

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Automatic conversion of colloquial Finnishto standard Finnish
Inari Listenmaa | Francis M. Tyers

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Automatic Thematic Classification of the Titles of the Seimas Votes
Vytautas Mickevičius | Tomas Krilavičius | Vaidas Morkevičius | Aušra Mackutė-Varoneckienė

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Sentiment analysis on conversational texts
Birgitta Ojamaa | Päivi Kristiina Jokinen | Kadri Muischenk

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Adapting word2vec to Named Entity Recognition
Scharolta Katharina Sienčnik

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Active learning for sense annotation
Héctor Martínez Alonso | Barbara Plank | Anders Johannsen | Anders Søgaard

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Uncovering Noun-Noun Compound Relations by Gamification
Johan Bos | Malvina Nissim

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A multivariate model for classifying texts’ readability
Katarina Heimann Mühlenbock | Sofie Johansson Kokkinakis | Caroline Liberg | Åsa af Geijerstam | Jenny Wiksten Folkeryd | Arne Jönsson | Erik Kanebrant | Johan Falkenjack

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Enriching the Swedish Sign Language Corpus with Part of Speech Tags Using Joint Bayesian Word Alignment and Annotation Transfer
Robert Östling | Carl Börstell | Lars Wallin

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Using Positional Suffix Trees to Perform Agile Tree Kernel Calculation
Gustavo Henrique Paetzold

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Helping Swedish words come to their senses: word-sense disambiguation based on sense associations from the SALDO lexicon
Ildikó Pilán

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Using sub-word n-gram models for dealing with OOV in large vocabulary speech recognition for Latvian
Askars Salimbajevs | Jevgenijs Strigins

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Analysing Inconsistencies and Errors in PoS Tagging in two Icelandic Gold Standards
Steinþór Steingrímsson | Sigrún Helgadóttir | Eiríkur Rögnvaldsson

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From digital library to n-grams: NB N-gram
Magnus Breder Birkenes | Lars G. Johnsen | Arne Martinus Lindstad | Johanne Ostad

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The Corpus of American Norwegian Speech (CANS)
Janne Bondi Johannessen

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Open-Domain Semantic Parsing with Boxer
Johan Bos

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Extracting Semantic Frames using hfst-pmatch
Sam Hardwick | Miikka Silfverberg | Krister Lindén

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discoursegraphs: A graph-based merging tool and converter for multilayer annotated corpora
Arne Neumann

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Omorfi — Free and open source morphological lexical database for Finnish
Tommi A Pirinen

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A Tool for Automatic Simplification of Swedish Texts
Evelina Rennes | Arne Jönsson




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Proceedings of the Third International Conference on Dependency Linguistics (Depling 2015)

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Proceedings of the Third International Conference on Dependency Linguistics (Depling 2015)
Joakim Nivre | Eva Hajičová

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Invited Talk: The Case for Universal Dependencies
Christopher Manning

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Invited Talk: Lexicon Embedded Syntax
Alain Polguère

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Converting an English-Swedish Parallel Treebank to Universal Dependencies
Lars Ahrenberg

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Targeted Paraphrasing on Deep Syntactic Layer for MT Evaluation
Petra Barančíková | Rudolf Rosa

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Universal and Language-specific Dependency Relations for Analysing Romanian
Verginica Barbu Mititelu | Cătălina Mărănduc | Elena Irimia

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Emotion and Inner State Adverbials in Russian
Olga Boguslavskaya | Igor Boguslavsky

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Towards a multi-layered dependency annotation of Finnish
Alicia Burga | Simon Mille | Anton Granvik | Leo Wanner

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A Bayesian Model for Generative Transition-based Dependency Parsing
Jan Buys | Phil Blunsom

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On the relation between verb full valency and synonymy
Radek Čech | Ján Mačutek | Michaela Koščová

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Classifying Syntactic Categories in the Chinese Dependency Network
Xinying Chen | Haitao Liu | Kim Gerdes

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Using Parallel Texts and Lexicons for Verbal Word Sense Disambiguation
Ondřej Dušek | Eva Fučíková | Jan Hajič | Martin Popel | Jana Šindlerová | Zdeňka Urešová

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Quantifying Word Order Freedom in Dependency Corpora
Richard Futrell | Kyle Mahowald | Edward Gibson

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Non-constituent coordination and other coordinative constructions as Dependency Graphs
Kim Gerdes | Sylvain Kahane

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The Dependency Status of Function Words: Auxiliaries
Thomas Groß | Timothy Osborne

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Diachronic Trends in Word Order Freedom and Dependency Length in Dependency-Annotated Corpora of Latin and Ancient Greek
Kristina Gulordava | Paola Merlo

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Reconstructions of Deletions in a Dependency-based Description of Czech: Selected Issues
Eva Hajičová | Marie Mikulová | Jarmila Panevová

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Non-projectivity and processing constraints: Insights from Hindi
Samar Husain | Shravan Vasishth

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From mutual dependency to multiple dimensions: remarks on the DG analysis of “functional heads” in Hungarian
András Imrényi

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Mean Hierarchical Distance Augmenting Mean Dependency Distance
Yingqi Jing | Haitao Liu

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Towards Cross-language Application of Dependency Grammar
Timo Järvinen | Elisabeth Bertol | Septina Larasati | Monica-Mihaela Rizea | Maria Ruiz Santabalbina | Milan Souček

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Dependency-based analyses for function words – Introducing the polygraphic approach
Sylvain Kahane | Nicolas Mazziotta

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At the Lexicon-Grammar Interface: The Case of Complex Predicates in the Functional Generative Description
Václava Kettnerová | Markéta Lopatková

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Enhancing FreeLing Rule-Based Dependency Grammars with Subcategorization Frames
Marina Lloberes | Irene Castellón | Lluís Padró

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Towards Universal Web Parsebanks
Juhani Luotolahti | Jenna Kanerva | Veronika Laippala | Sampo Pyysalo | Filip Ginter

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Evaluation of Two-level Dependency Representations of Argument Structure in Long-Distance Dependencies
Paola Merlo

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The Subjectival Surface-Syntactic Relation in Serbian
Jasmina Milićević

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A Historical Overview of the Status of Function Words in Dependency Grammar
Timothy Osborne | Daniel Maxwell

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Diagnostics for Constituents: Dependency, Constituency, and the Status of Function Words
Timothy Osborne

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A DG Account of the Descriptive and Resultative de-Constructions in Chinese
Timothy Osborne | Shudong Ma

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A Survey of Ellipsis in Chinese
Timothy Osborne | Junying Liang

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Multi-source Cross-lingual Delexicalized Parser Transfer: Prague or Stanford?
Rudolf Rosa

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Secondary Connectives in the Prague Dependency Treebank
Magdaléna Rysová | Kateřina Rysová

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ParsPer: A Dependency Parser for Persian
Mojgan Seraji | Bernd Bohnet | Joakim Nivre

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Does Universal Dependencies need a parsing representation? An investigation of English
Natalia Silveira | Christopher Manning

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Catena Operations for Unified Dependency Analysis
Kiril Simov | Petya Osenova

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Zero Alignment of Verb Arguments in a Parallel Treebank
Jana Šindlerová | Eva Fučíková | Zdeňka Urešová

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Cross-Lingual Dependency Parsing with Universal Dependencies and Predicted PoS Labels
Jörg Tiedemann

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Exploring Confidence-based Self-training for Multilingual Dependency Parsing in an Under-Resourced Language Scenario
Juntao Yu | Bernd Bohnet


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Proceedings of the 14th International Conference on Parsing Technologies

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Proceedings of the 14th International Conference on Parsing Technologies

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Domain Adaptation for Dependency Parsing via Self-Training
Juntao Yu | Mohab Elkaref | Bernd Bohnet

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Combining Active Learning and Partial Annotation for Domain Adaptation of a Japanese Dependency Parser
Daniel Flannery | Shinsuke Mori

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Incorporating Complementary Annotation to a CCGbank for Improving Derivations for Japanese
Sumire Uematsu | Yusuke Miyao

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Dependency Parsing with Graph Rewriting
Bruno Guillaume | Guy Perrier

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Semantic Parsing for Textual Entailment
Elisabeth Lien | Milen Kouylekov

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A Framework for Procedural Text Understanding
Hirokuni Maeta | Tetsuro Sasada | Shinsuke Mori

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Suitability of ParTes Test Suite for Parsing Evaluation
Marina Lloberes | Irene Castellón | Lluís Padró

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Coordination-Aware Dependency Parsing (Preliminary Report)
Akifumi Yoshimoto | Kazuo Hara | Masashi Shimbo | Yuji Matsumoto

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MSTParser Model Interpolation for Multi-Source Delexicalized Transfer
Rudolf Rosa | Zdeněk Žabokrtský

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Non-Deterministic Oracles for Unrestricted Non-Projective Transition-Based Dependency Parsing
Anders Björkelund | Joakim Nivre

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Enhancing the Inside-Outside Recursive Neural Network Reranker for Dependency Parsing
Phong Le

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Maximising Spanning Subtree Scores for Parsing Tree Approximations of Semantic Dependency Digraphs
Natalie Schluter

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CKY Parsing with Independence Constraints
Joseph Irwin | Yuji Matsumoto

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Dependency Parsing with Compression Rules
Pablo Gamallo

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Stacking or Supertagging for Dependency Parsing – What’s the Difference?
Agnieszka Faleńska | Anders Björkelund | Özlem Çetinoğlu | Wolfgang Seeker


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Proceedings of the 14th Meeting on the Mathematics of Language (MoL 2015)

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Proceedings of the 14th Meeting on the Mathematics of Language (MoL 2015)
Marco Kuhlmann | Makoto Kanazawa | Gregory M. Kobele

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A Refined Notion of Memory Usage for Minimalist Parsing
Thomas Graf | Brigitta Fodor | James Monette | Gianpaul Rachiele | Aunika Warren | Chong Zhang

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Abstract Categorial Parsing as Linear Logic Programming
Philippe de Groote

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Topology of Language Classes
Sean A. Fulop | David Kephart

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Individuation Criteria, Dot-types and Copredication: A View from Modern Type Theories
Stergios Chatzikyriakidis | Zhaohui Luo

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Lexical Semantics and Model Theory: Together at Last?
András Kornai | Marcus Kracht

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A Frobenius Model of Information Structure in Categorical Compositional Distributional Semantics
Dimitri Kartsaklis | Mehrnoosh Sadrzadeh

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A Synopsis of Morphoid Type Theory
David McAllester

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General Perspective on Distributionally Learnable Classes
Ryo Yoshinaka

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Canonical Context-Free Grammars and Strong Learning: Two Approaches
Alexander Clark

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Output Strictly Local Functions
Jane Chandlee | Rémi Eyraud | Jeffrey Heinz

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How to Choose Successful Losers in Error-Driven Phonotactic Learning
Giorgio Magri | René Kager

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A Concatenation Operation to Derive Autosegmental Graphs
Adam Jardine | Jeffrey Heinz

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Syntactic Polygraphs. A Formalism Extending Both Constituency and Dependency
Sylvain Kahane | Nicolas Mazziotta


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Proceedings of the Sixth Workshop on Cognitive Aspects of Computational Language Learning

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Proceedings of the Sixth Workshop on Cognitive Aspects of Computational Language Learning
Robert Berwick | Anna Korhonen | Alessandro Lenci | Thierry Poibeau | Aline Villavicencio

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Using reading behavior to predict grammatical functions
Maria Barrett | Anders Søgaard

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Reading metrics for estimating task efficiency with MT output
Sigrid Klerke | Sheila Castilho | Maria Barrett | Anders Søgaard

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Evaluating Models of Computation and Storage in Human Sentence Processing
Thang Luong | Timothy O’Donnell | Noah Goodman

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An agent-based model of a historical word order change
Jelke Bloem | Arjen Versloot | Fred Weerman

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Towards a Model of Prediction-based Syntactic Category Acquisition: First Steps with Word Embeddings
Robert Grimm | Giovanni Cassani | Walter Daelemans | Steven Gillis

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Which distributional cues help the most? Unsupervised contexts selection for lexical category acquisition
Giovanni Cassani | Robert Grimm | Walter Daelemans | Steven Gillis

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Language Emergence in a Population of Artificial Agents Equipped with the Autotelic Principle
Miquel Cornudella | Thierry Poibeau

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A Computational Study of Cross-situational Lexical Learning of Brazilian Portuguese
Pablo Faria

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Units in segmentation: a computational investigation
Çağrı Çöltekin

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Estimating Grammeme Redundancy by Measuring Their Importance for Syntactic Parser Performance
Aleksandrs Berdicevskis

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Improving Coordination on Novel Meaning through Context and Semantic Structure
Thomas Brochhagen

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Perceptual, conceptual, and frequency effects on error patterns in English color term acquisition
Barend Beekhuizen | Suzanne Stevenson

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Motif discovery in infant- and adult-directed speech
Bogdan Ludusan | Amanda Seidl | Emmanuel Dupoux | Alex Cristia

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Modeling dative alternations of individual children
Antal van den Bosch | Joan Bresnan


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Proceedings of the Second Workshop on Discourse in Machine Translation

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Proceedings of the Second Workshop on Discourse in Machine Translation
Bonnie Webber | Marine Carpuat | Andrei Popescu-Belis | Christian Hardmeier

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Pronoun-Focused MT and Cross-Lingual Pronoun Prediction: Findings of the 2015 DiscoMT Shared Task on Pronoun Translation
Christian Hardmeier | Preslav Nakov | Sara Stymne | Jörg Tiedemann | Yannick Versley | Mauro Cettolo

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Comparison of Coreference Resolvers for Deep Syntax Translation
Michal Novák | Dieke Oele | Gertjan van Noord

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Analysing ParCor and its Translations by State-of-the-art SMT Systems
Liane Guillou | Bonnie Webber

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Document-Level Machine Translation Evaluation with Gist Consistency and Text Cohesion
Zhengxian Gong | Min Zhang | Guodong Zhou

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The Role of Expectedness in the Implicitation and Explicitation of Discourse Relations
Jet Hoek | Jacqueline Evers-Vermeul | Ted J.M. Sanders

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Detecting Document-level Context Triggers to Resolve Translation Ambiguity
Laura Mascarell | Mark Fishel | Martin Volk

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A Proposal for a Coherence Corpus in Machine Translation
Karin Sim Smith | Wilker Aziz | Lucia Specia

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Part-of-Speech Driven Cross-Lingual Pronoun Prediction with Feed-Forward Neural Networks
Jimmy Callin | Christian Hardmeier | Jörg Tiedemann

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Automatic Post-Editing for the DiscoMT Pronoun Translation Task
Liane Guillou

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A Document-Level SMT System with Integrated Pronoun Prediction
Christian Hardmeier

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Predicting Pronoun Translation Using Syntactic, Morphological and Contextual Features from Parallel Data
Sharid Loáiciga

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Rule-Based Pronominal Anaphora Treatment for Machine Translation
Sharid Loáiciga | Éric Wehrli

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Pronoun Translation and Prediction with or without Coreference Links
Ngoc Quang Luong | Lesly Miculicich Werlen | Andrei Popescu-Belis

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Predicting Pronouns across Languages with Continuous Word Spaces
Ngoc-Quan Pham | Lonneke van der Plas

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Baseline Models for Pronoun Prediction and Pronoun-Aware Translation
Jörg Tiedemann

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A Maximum Entropy Classifier for Cross-Lingual Pronoun Prediction
Dominikus Wetzel | Adam Lopez | Bonnie Webber

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Measuring ‘Registerness’ in Human and Machine Translation: A Text Classification Approach
Ekaterina Lapshinova-Koltunski | Mihaela Vela

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Translation Model Adaptation Using Genre-Revealing Text Features
Marlies van der Wees | Arianna Bisazza | Christof Monz

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Crosslingual Annotation and Analysis of Implicit Discourse Connectives for Machine Translation
Frances Yung | Kevin Duh | Yuji Matsumoto

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Novel Document Level Features for Statistical Machine Translation
Rong Zhang | Abraham Ittycheriah

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Exploration of Inter- and Intralingual Variation of Discourse Phenomena
Ekaterina Lapshinova-Koltunski

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On Statistical Machine Translation and Translation Theory
Christian Hardmeier


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Proceedings of the Sixth International Workshop on Health Text Mining and Information Analysis

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Proceedings of the Sixth International Workshop on Health Text Mining and Information Analysis
Cyril Grouin | Thierry Hamon | Aurélie Névéol | Pierre Zweigenbaum

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In-depth annotation for patient level liver cancer staging
Wen-wai Yim | Sharon Kwan | Meliha Yetisgen

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Predicting Continued Participation in Online Health Forums
Farig Sadeque | Thamar Solorio | Ted Pedersen | Prasha Shrestha | Steven Bethard

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Redundancy in French Electronic Health Records: A preliminary study
Eva D’hondt | Xavier Tannier | Aurélie Névéol

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Is it possible to recover personal health information from an automatically de-identified corpus of French EHRs?
Cyril Grouin | Nicolas Griffon | Aurélie Névéol

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An Analysis of Biomedical Tokenization: Problems and Strategies
Noa P. Cruz Díaz | Manuel Maña López

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Annotation of Clinically Important Follow-up Recommendations in Radiology Reports
Meliha Yetisgen | Prescott Klassen | Lucas McCarthy | Elena Pellicer | Tom Payne | Martin Gunn

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On the Impact of Twitter-based Health Campaigns: A Cross-Country Analysis of Movember
Nugroho Dwi Prasetyo | Claudia Hauff | Dong Nguyen | Tijs van den Broek | Djoerd Hiemstra

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Exploring Word Embedding for Drug Name Recognition
Isabel Segura-Bedmar | Víctor Suárez-Paniagua | Paloma Martínez

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Creating a rule based system for text mining of Norwegian breast cancer pathology reports
Rebecka Weegar | Hercules Dalianis

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Parser Adaptation to the Biomedical Domain without Re-Training
Jeff Mitchell | Mark Steedman

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Expanding a dictionary of marker words for uncertainty and negation using distributional semantics
Alyaa Alfalahi | Maria Skeppstedt | Rickard Ahlbom | Roza Baskalayci | Aron Henriksson | Lars Asker | Carita Paradis | Andreas Kerren

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Held-out versus Gold Standard: Comparison of Evaluation Strategies for Distantly Supervised Relation Extraction from Medline abstracts
Roland Roller | Mark Stevenson

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Checking a structured pathology report for completeness of content using terminological knowledge
Sebastian Busse

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Effectively Crowdsourcing Radiology Report Annotations
Anne Cocos | Aaron Masino | Ting Qian | Ellie Pavlick | Chris Callison-Burch

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Identifying Key Concepts from EHR Notes Using Domain Adaptation
Jiaping Zheng | Hong Yu

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Information Extraction from Biomedical Texts: Learning Models with Limited Supervision
Marie-Francine Moens

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Adverse Drug Event classification of health records using dictionary based pre-processing and machine learning
Stefanie Friedrich | Hercules Dalianis

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NLP–Based Readability Assessment of Health–Related Texts: a Case Study on Italian Informed Consent Forms
Giulia Venturi | Tommaso Bellandi | Felice Dell’Orletta | Simonetta Montemagni

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Mining and Ranking Biomedical Synonym Candidates from Wikipedia
Abhyuday Jagannatha | Jinying Chen | Hong Yu

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Representing Clinical Notes for Adverse Drug Event Detection
Aron Henriksson


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Proceedings of the First Workshop on Linking Computational Models of Lexical, Sentential and Discourse-level Semantics

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Proceedings of the First Workshop on Linking Computational Models of Lexical, Sentential and Discourse-level Semantics
Michael Roth | Annie Louis | Bonnie Webber | Tim Baldwin

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An Exploration of Discourse-Based Sentence Spaces for Compositional Distributional Semantics
Tamara Polajnar | Laura Rimell | Stephen Clark

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Linking discourse modes and situation entity types in a cross-linguistic corpus study
Kleio-Isidora Mavridou | Annemarie Friedrich | Melissa Peate Sørensen | Alexis Palmer | Manfred Pinkal

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Recovering discourse relations: Varying influence of discourse adverbials
Hannah Rohde | Anna Dickinson | Chris Clark | Annie Louis | Bonnie Webber

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Semantics and Discourse Processing for Expressive TTS
Rodolfo Delmonte | Rocco Tripodi

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Semantically Enriched Models for Modal Sense Classification
Mengfei Zhou | Anette Frank | Annemarie Friedrich | Alexis Palmer

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Identification and Disambiguation of Lexical Cues of Rhetorical Relations across Different Text Genres
Taraneh Khazaei | Lu Xiao | Robert Mercer

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Bridging Sentential and Discourse-level Semantics through Clausal Adjuncts
Rashmi Prasad | Bonnie Webber | Alan Lee | Sameer Pradhan | Aravind Joshi

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Lexical Level Distribution of Metadiscourse in Spoken Language
Rui Correia | Maxine Eskenazi | Nuno Mamede

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Idiom Paraphrases: Seventh Heaven vs Cloud Nine
Maria Pershina | Yifan He | Ralph Grishman

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Where Was Alexander the Great in 325 BC? Toward Understanding History Text with a World Model
Yuki Murakami | Yoshimasa Tsuruoka

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Predicting word sense annotation agreement
Héctor Martínez Alonso | Anders Johannsen | Oier Lopez de Lacalle | Eneko Agirre

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Distributional Semantics in Use
Raffaella Bernardi | Gemma Boleda | Raquel Fernández | Denis Paperno


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Proceedings of the Fourth Workshop on Vision and Language

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Proceedings of the Fourth Workshop on Vision and Language
Anja Belz | Luisa Coheur | Vittorio Ferrari | Marie-Francine Moens | Katerina Pastra | Ivan Vulić

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Visually-Verifiable Textual Entailment: A Challenge Task for Combining Language and Vision
Jayant Krishnamurthy

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Computational Integration of Human Vision and Natural Language through Bitext Alignment
Preethi Vaidyanathan | Emily Prud’hommeaux | Cecilia O. Alm | Jeff B. Pelz | Anne R. Haake

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Towards Reliable Automatic Multimodal Content Analysis
Olli-Philippe Lautenbacher | Liisa Tiittula | Maija Hirvonen | Jorma Laaksonen | Mikko Kurimo

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Lingusitic Analysis of Multi-Modal Recurrent Neural Networks
Ákos Kádár | Grzegorz Chrupała | Afra Alishahi

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Defining Visually Descriptive Language
Robert Gaizauskas | Josiah Wang | Arnau Ramisa

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Semantic Tuples for Evaluation of Image to Sentence Generation
Lily D. Ellebracht | Arnau Ramisa | Pranava Swaroop Madhyastha | Jose Cordero-Rama | Francesc Moreno-Noguer | Ariadna Quattoni

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Image Representations and New Domains in Neural Image Captioning
Jack Hessel | Nicolas Savva | Michael Wilber

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Image with a Message: Towards Detecting Non-Literal Image Usages by Visual Linking
Lydia Weiland | Laura Dietz | Simone Paolo Ponzetto

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Visual Classifier Prediction by Distributional Semantic Embedding of Text Descriptions
Mohamed Elhoseiny | Ahmed Elgammal

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Understanding Urban Land Use through the Visualization of Points of Interest
Evgheni Polisciuc | Ana Alves | Penousal Machado

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Comparing Attribute Classifiers for Interactive Language Grounding
Yanchao Yu | Arash Eshghi | Oliver Lemon

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Generating Semantically Precise Scene Graphs from Textual Descriptions for Improved Image Retrieval
Sebastian Schuster | Ranjay Krishna | Angel Chang | Li Fei-Fei | Christopher D. Manning

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Do Distributed Semantic Models Dream of Electric Sheep? Visualizing Word Representations through Image Synthesis
Angeliki Lazaridou | Dat Tien Nguyen | Marco Baroni

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A Weighted Combination of Text and Image Classifiers for User Gender Inference
Tomoki Taniguchi | Shigeyuki Sakaki | Ryosuke Shigenaka | Yukihiro Tsuboshita | Tomoko Ohkuma

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Coupling Natural Language Processing and Animation Synthesis in Portuguese Sign Language Translation
Inês Almeida | Luísa Coheur | Sara Candeias

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Describing Spatial Relationships between Objects in Images in English and French
Anja Belz | Adrian Muscat | Maxime Aberton | Sami Benjelloun


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Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis

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Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis
Alexandra Balahur | Erik van der Goot | Piek Vossen | Andres Montoyo

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Multilingual Affect Polarity and Valence Prediction in Metaphors
Zornitsa Kozareva

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Sentiment Analysis on Monolingual, Multilingual and Code-Switching Twitter Corpora
David Vilares | Miguel A. Alonso | Carlos Gómez-Rodríguez

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Connotation in Translation
Marine Carpuat

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Enhanced Twitter Sentiment Classification Using Contextual Information
Soroush Vosoughi | Helen Zhou | Deb Roy

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Your Sentiment Precedes You: Using an author’s historical tweets to predict sarcasm
Anupam Khattri | Aditya Joshi | Pushpak Bhattacharyya | Mark Carman

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Optimising Agile Social Media Analysis
Thomas Kober | David Weir

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Utilizing review analysis to suggest product advertisement improvements
Takaaki Tsunoda | Takashi Inui | Satoshi Sekine

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Towards Opinion Mining from Reviews for the Prediction of Product Rankings
Wiltrud Kessler | Roman Klinger | Jonas Kuhn

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Classification of deceptive opinions using a low dimensionality representation
Leticia Cagnina | Paolo Rosso

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Extending effect annotation with lexical decomposition
Josef Ruppenhofer | Jasper Brandes

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Analysing domain suitability of a sentiment lexicon by identifying distributionally bipolar words
Lucie Flekova | Daniel Preoţiuc-Pietro | Eugen Ruppert

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Imagisaurus: An Interactive Visualizer of Valence and Emotion in the Roget’s Thesaurus
Saif Mohammad

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Personality Traits on Twitter—or—How to Get 1,500 Personality Tests in a Week
Barbara Plank | Dirk Hovy

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Negation Scope Detection for Twitter Sentiment Analysis
Johan Reitan | Jørgen Faret | Björn Gambäck | Lars Bungum

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A Linguistically Informed Convolutional Neural Network
Sebastian Ebert | Ngoc Thang Vu | Hinrich Schütze

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How much does word sense disambiguation help in sentiment analysis of micropost data?
Chiraag Sumanth | Diana Inkpen

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Predicting Ratings for New Movie Releases from Twitter Content
Wernard Schmit | Sander Wubben

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Beyond Sentiment: Social Psychological Analysis of Political Facebook Comments in Hungary
Márton Miháltz | Tamás Váradi | István Csertő | Éva Fülöp | Tibor Pólya | Pál Kővágó

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Verb-centered Sentiment Inference with Description Logics
Manfred Klenner

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Mining HEXACO personality traits from Enterprise Social Media
Priyanka Sinha | Lipika Dey | Pabitra Mitra | Anupam Basu

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Opinion Holder and Target Extraction for Verb-based Opinion Predicates – The Problem is Not Solved
Michael Wiegand | Marc Schulder | Josef Ruppenhofer

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Synthetic Text Generation for Sentiment Analysis
Umar Maqsud

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Detecting speculations, contrasts and conditionals in consumer reviews
Maria Skeppstedt | Teri Schamp-Bjerede | Magnus Sahlgren | Carita Paradis | Andreas Kerren

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Using Combined Lexical Resources to Identify Hashtag Types
Credell Simeon | Robert Hilderman

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Sentiment Classification via a Response Recalibration Framework
Phillip Smith | Mark Lee


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Proceedings of the Tenth Workshop on Statistical Machine Translation

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Proceedings of the Tenth Workshop on Statistical Machine Translation
Ondřej Bojar | Rajan Chatterjee | Christian Federmann | Barry Haddow | Chris Hokamp | Matthias Huck | Varvara Logacheva | Pavel Pecina

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Findings of the 2015 Workshop on Statistical Machine Translation
Ondřej Bojar | Rajen Chatterjee | Christian Federmann | Barry Haddow | Matthias Huck | Chris Hokamp | Philipp Koehn | Varvara Logacheva | Christof Monz | Matteo Negri | Matt Post | Carolina Scarton | Lucia Specia | Marco Turchi

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Statistical Machine Translation with Automatic Identification of Translationese
Naama Twitto | Noam Ordan | Shuly Wintner

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Data Selection With Fewer Words
Amittai Axelrod | Philip Resnik | Xiaodong He | Mari Ostendorf

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DFKI’s experimental hybrid MT system for WMT 2015
Eleftherios Avramidis | Maja Popović | Aljoscha Burchardt

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ParFDA for Fast Deployment of Accurate Statistical Machine Translation Systems, Benchmarks, and Statistics
Ergun Biçici | Qun Liu | Andy Way

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CUNI in WMT15: Chimera Strikes Again
Ondřej Bojar | Aleš Tamchyna

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CimS - The CIS and IMS Joint Submission to WMT 2015 addressing morphological and syntactic differences in English to German SMT
Fabienne Cap | Marion Weller | Anita Ramm | Alexander Fraser

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The Karlsruhe Institute of Technology Translation Systems for the WMT 2015
Eunah Cho | Thanh-Le Ha | Jan Niehues | Teresa Herrmann | Mohammed Mediani | Yuqi Zhang | Alex Waibel

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New Language Pairs in TectoMT
Ondřej Dušek | Luís Gomes | Michal Novák | Martin Popel | Rudolf Rosa

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Tuning Phrase-Based Segmented Translation for a Morphologically Complex Target Language
Stig-Arne Grönroos | Sami Virpioja | Mikko Kurimo

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The AFRL-MITLL WMT15 System: There’s More than One Way to Decode It!
Jeremy Gwinnup | Tim Anderson | Grant Erdmann | Katherine Young | Christina May | Michaeel Kazi | Elizabeth Salesky | Brian Thompson

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The KIT-LIMSI Translation System for WMT 2015
Thanh-Le Ha | Quoc-Khanh Do | Eunah Cho | Jan Niehues | Alexandre Allauzen | François Yvon | Alex Waibel

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The Edinburgh/JHU Phrase-based Machine Translation Systems for WMT 2015
Barry Haddow | Matthias Huck | Alexandra Birch | Nikolay Bogoychev | Philipp Koehn

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Montreal Neural Machine Translation Systems for WMT’15
Sébastien Jean | Orhan Firat | Kyunghyun Cho | Roland Memisevic | Yoshua Bengio

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GF Wide-coverage English-Finnish MT system for WMT 2015
Prasanth Kolachina | Aarne Ranta

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LIMSI@WMT’15 : Translation Task
Benjamin Marie | Alexandre Allauzen | Franck Burlot | Quoc-Khanh Do | Julia Ive | Elena Knyazeva | Matthieu Labeau | Thomas Lavergne | Kevin Löser | Nicolas Pécheux | François Yvon

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UdS-Sant: English–German Hybrid Machine Translation System
Santanu Pal | Sudip Naskar | Josef van Genabith

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The RWTH Aachen German-English Machine Translation System for WMT 2015
Jan-Thorsten Peter | Farzad Toutounchi | Joern Wuebker | Hermann Ney

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Exact Decoding with Multi Bottom-Up Tree Transducers
Daniel Quernheim

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Sheffield Systems for the Finnish-English WMT Translation Task
David Steele | Karin Sim Smith | Lucia Specia

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Morphological Segmentation and OPUS for Finnish-English Machine Translation
Jörg Tiedemann | Filip Ginter | Jenna Kanerva

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Abu-MaTran at WMT 2015 Translation Task: Morphological Segmentation and Web Crawling
Raphael Rubino | Tommi Pirinen | Miquel Esplà-Gomis | Nikola Ljubešić | Sergio Ortiz-Rojas | Vassilis Papavassiliou | Prokopis Prokopidis | Antonio Toral

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The University of Illinois submission to the WMT 2015 Shared Translation Task
Lane Schwartz | Bill Bryce | Chase Geigle | Sean Massung | Yisi Liu | Haoruo Peng | Vignesh Raja | Subhro Roy | Shyam Upadhyay

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Edinburgh’s Syntax-Based Systems at WMT 2015
Philip Williams | Rico Sennrich | Maria Nadejde | Matthias Huck | Philipp Koehn

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The FBK Participation in the WMT15 Automatic Post-editing Shared Task
Rajen Chatterjee | Marco Turchi | Matteo Negri

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USAAR-SAPE: An English–Spanish Statistical Automatic Post-Editing System
Santanu Pal | Mihaela Vela | Sudip Kumar Naskar | Josef van Genabith

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Why Predicting Post-Edition is so Hard? Failure Analysis of LIMSI Submission to the APE Shared Task
Guillaume Wisniewski | Nicolas Pécheux | François Yvon

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Hierarchical Machine Translation With Discontinuous Phrases
Miriam Kaeshammer

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Discontinuous Statistical Machine Translation with Target-Side Dependency Syntax
Nina Seemann | Andreas Maletti

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ListNet-based MT Rescoring
Jan Niehues | Quoc Khanh Do | Alexandre Allauzen | Alex Waibel

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Results of the WMT15 Metrics Shared Task
Miloš Stanojević | Amir Kamran | Philipp Koehn | Ondřej Bojar

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Results of the WMT15 Tuning Shared Task
Miloš Stanojević | Amir Kamran | Ondřej Bojar

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Extended Translation Models in Phrase-based Decoding
Andreas Guta | Joern Wuebker | Miguel Graça | Yunsu Kim | Hermann Ney

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Investigations on Phrase-based Decoding with Recurrent Neural Network Language and Translation Models
Tamer Alkhouli | Felix Rietig | Hermann Ney

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Referential Translation Machines for Predicting Translation Quality and Related Statistics
Ergun Biçici | Qun Liu | Andy Way

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UAlacant word-level machine translation quality estimation system at WMT 2015
Miquel Esplà-Gomis | Felipe Sánchez-Martínez | Mikel Forcada

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QUality Estimation from ScraTCH (QUETCH): Deep Learning for Word-level Translation Quality Estimation
Julia Kreutzer | Shigehiko Schamoni | Stefan Riezler

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LORIA System for the WMT15 Quality Estimation Shared Task
David Langlois

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Data enhancement and selection strategies for the word-level Quality Estimation
Varvara Logacheva | Chris Hokamp | Lucia Specia

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USHEF and USAAR-USHEF participation in the WMT15 QE shared task
Carolina Scarton | Liling Tan | Lucia Specia

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SHEF-NN: Translation Quality Estimation with Neural Networks
Kashif Shah | Varvara Logacheva | Gustavo Paetzold | Frederic Blain | Daniel Beck | Fethi Bougares | Lucia Specia

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Strategy-Based Technology for Estimating MT Quality
Liugang Shang | Dongfeng Cai | Duo Ji

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UGENT-LT3 SCATE System for Machine Translation Quality Estimation
Arda Tezcan | Veronique Hoste | Bart Desmet | Lieve Macken

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Multi-level Evaluation for Machine Translation
Boxing Chen | Hongyu Guo | Roland Kuhn

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VERTa: a Linguistically-motivated Metric at the WMT15 Metrics Task
Elisabet Comelles | Jordi Atserias

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UPF-Cobalt Submission to WMT15 Metrics Task
Marina Fomicheva | Núria Bel | Iria da Cunha | Anton Malinovskiy

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Machine Translation Evaluation using Recurrent Neural Networks
Rohit Gupta | Constantin Orăsan | Josef van Genabith

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Alignment-based sense selection in METEOR and the RATATOUILLE recipe
Benjamin Marie | Marianna Apidianaki

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chrF: character n-gram F-score for automatic MT evaluation
Maja Popović

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BEER 1.1: ILLC UvA submission to metrics and tuning task
Miloš Stanojević | Khalil Sima’an

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Predicting Machine Translation Adequacy with Document Embeddings
Mihaela Vela | Liling Tan

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LeBLEU: N-gram-based Translation Evaluation Score for Morphologically Complex Languages
Sami Virpioja | Stig-Arne Grönroos

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CASICT-DCU Participation in WMT2015 Metrics Task
Hui Yu | Qingsong Ma | Xiaofeng Wu | Qun Liu

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Drem: The AFRL Submission to the WMT15 Tuning Task
Grant Erdmann | Jeremy Gwinnup

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MT Tuning on RED: A Dependency-Based Evaluation Metric
Liangyou Li | Hui Yu | Qun Liu

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Improving evaluation and optimization of MT systems against MEANT
Chi-kiu Lo | Philipp Dowling | Dekai Wu

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An Investigation of Machine Translation Evaluation Metrics in Cross-lingual Question Answering
Kyoshiro Sugiyama | Masahiro Mizukami | Graham Neubig | Koichiro Yoshino | Sakriani Sakti | Tomoki Toda | Satoshi Nakamura

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Dependency Analysis of Scrambled References for Better Evaluation of Japanese Translation
Hideki Isozaki | Natsume Kouchi

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How do Humans Evaluate Machine Translation
Francisco Guzmán | Ahmed Abdelali | Irina Temnikova | Hassan Sajjad | Stephan Vogel

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Local System Voting Feature for Machine Translation System Combination
Markus Freitag | Jan-Thorsten Peter | Stephan Peitz | Minwei Feng | Hermann Ney


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Proceedings of the Eighth SIGHAN Workshop on Chinese Language Processing

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Proceedings of the Eighth SIGHAN Workshop on Chinese Language Processing
Liang-Chih Yu | Zhifang Sui | Yue Zhang | Vincent Ng

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Sequential Annotation and Chunking of Chinese Discourse Structure
Frances Yung | Kevin Duh | Yuji Matsumoto

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Create a Manual Chinese Word Segmentation Dataset Using Crowdsourcing Method
Shichang Wang | Chu-Ren Huang | Yao Yao | Angel Chan

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Chinese Named Entity Recognition with Graph-based Semi-supervised Learning Model
Aaron Li-Feng Han | Xiaodong Zeng | Derek F. Wong | Lidia S. Chao

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Sentence selection for automatic scoring of Mandarin proficiency
Jiahong Yuan | Xiaoying Xu | Wei Lai | Weiping Ye | Xinru Zhao | Mark Liberman

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ACBiMA: Advanced Chinese Bi-Character Word Morphological Analyzer
Ting-Hao Huang | Yun-Nung Chen | Lingpeng Kong

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Introduction to SIGHAN 2015 Bake-off for Chinese Spelling Check
Yuen-Hsien Tseng | Lung-Hao Lee | Li-Ping Chang | Hsin-Hsi Chen

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HANSpeller++: A Unified Framework for Chinese Spelling Correction
Shuiyuan Zhang | Jinhua Xiong | Jianpeng Hou | Qiao Zhang | Xueqi Cheng

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Word Vector/Conditional Random Field-based Chinese Spelling Error Detection for SIGHAN-2015 Evaluation
Yih-Ru Wang | Yuan-Fu Liao

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Introduction to a Proofreading Tool for Chinese Spelling Check Task of SIGHAN-8
Tao-Hsing Chang | Hsueh-Chih Chen | Cheng-Han Yang

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Overview of Topic-based Chinese Message Polarity Classification in SIGHAN 2015
Xiangwen Liao | Binyang Li | Liheng Xu

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A Joint Model for Chinese Microblog Sentiment Analysis
Yuhui Cao | Zhao Chen | Ruifeng Xu | Tao Chen | Lin Gui

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Learning Salient Samples and Distributed Representations for Topic-Based Chinese Message Polarity Classification
Xin Kang | Yunong Wu | Zhifei Zhang

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An combined sentiment classification system for SIGHAN-8
Qiuchi Li | Qiyu Zhi | Miao Li

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Linguistic Knowledge-driven Approach to Chinese Comparative Elements Extraction
MinJun Park | Yulin Yuan

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A CRF Method of Identifying Prepositional Phrases in Chinese Patent Texts
Hongzheng Li | Yaohong Jin

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Emotion in Code-switching Texts: Corpus Construction and Analysis
Sophia Lee | Zhongqing Wang

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Chinese in the Grammatical Framework: Grammar, Translation, and Other Applications Anonymous
Aarne Ranta | Yan Tian | Haiyan Qiao

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KWB: An Automated Quick News System for Chinese Readers
Yiqi Bai | Wenjing Yang | Hao Zhang | Jingwen Wang | Ming Jia | Roland Tong | Jie Wang

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Chinese Semantic Role Labeling using High-quality Syntactic Knowledge
Gongye Jin | Daisuke Kawahara | Sadao Kurohashi

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Chinese Spelling Check System Based on N-gram Model
Weijian Xie | Peijie Huang | Xinrui Zhang | Kaiduo Hong | Qiang Huang | Bingzhou Chen | Lei Huang

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NTOU Chinese Spelling Check System in Sighan-8 Bake-off
Wei-Cheng Chu | Chuan-Jie Lin

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Topic-Based Chinese Message Sentiment Analysis: A Multilayered Analysis System
Hongjie Li | Zhongqian Sun | Wei Yang

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Rule-Based Weibo Messages Sentiment Polarity Classification towards Given Topics
Hongzhao Zhou | Yonglin Teng | Min Hou | Wei He | Hongtao Zhu | Xiaolin Zhu | Yanfei Mu

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Topic-Based Chinese Message Polarity Classification System at SIGHAN8-Task2
Chun Liao | Chong Feng | Sen Yang | Heyan Huang

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CT-SPA: Text sentiment polarity prediction model using semi-automatically expanded sentiment lexicon
Tao-Hsing Chang | Ming-Jhih Lin | Chun-Hsien Chen | Shao-Yu Wang

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Chinese Microblogs Sentiment Classification using Maximum Entropy
Dashu Ye | Peijie Huang | Kaiduo Hong | Zhuoying Tang | Weijian Xie | Guilong Zhou

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NDMSCS: A Topic-Based Chinese Microblog Polarity Classification System
Yang Wang | Yaqi Wang | Shi Feng | Daling Wang | Yifei Zhang

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NEUDM: A System for Topic-Based Message Polarity Classification
Yaqi Wang | Shi Feng | Daling Wang | Yifei Zhang


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Proceedings of the Second Workshop on Arabic Natural Language Processing

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Proceedings of the Second Workshop on Arabic Natural Language Processing
Nizar Habash | Stephan Vogel | Kareem Darwish

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Classifying Arab Names Geographically
Hamdy Mubarak | Kareem Darwish

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Deep Learning Models for Sentiment Analysis in Arabic
Ahmad Al Sallab | Hazem Hajj | Gilbert Badaro | Ramy Baly | Wassim El Hajj | Khaled Bashir Shaban

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A Light Lexicon-based Mobile Application for Sentiment Mining of Arabic Tweets
Gilbert Badaro | Ramy Baly | Rana Akel | Linda Fayad | Jeffrey Khairallah | Hazem Hajj | Khaled Shaban | Wassim El-Hajj

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The Second QALB Shared Task on Automatic Text Correction for Arabic
Alla Rozovskaya | Houda Bouamor | Nizar Habash | Wajdi Zaghouani | Ossama Obeid | Behrang Mohit

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Natural Language Processing for Dialectical Arabic: A Survey
Abdulhadi Shoufan | Sumaya Alameri

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DIWAN: A Dialectal Word Annotation Tool for Arabic
Faisal Al-Shargi | Owen Rambow

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POS-tagging of Tunisian Dialect Using Standard Arabic Resources and Tools
Ahmed Hamdi | Alexis Nasr | Nizar Habash | Núria Gala

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A Conventional Orthography for Algerian Arabic
Houda Saadane | Nizar Habash

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A Pilot Study on Arabic Multi-Genre Corpus Diacritization
Houda Bouamor | Wajdi Zaghouani | Mona Diab | Ossama Obeid | Kemal Oflazer | Mahmoud Ghoneim | Abdelati Hawwari

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Annotating Targets of Opinions in Arabic using Crowdsourcing
Noura Farra | Kathy McKeown | Nizar Habash

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Best Practices for Crowdsourcing Dialectal Arabic Speech Transcription
Samantha Wray | Hamdy Mubarak | Ahmed Ali

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Joint Arabic Segmentation and Part-Of-Speech Tagging
Shabib AlGahtani | John McNaught

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Multi-Reference Evaluation for Dialectal Speech Recognition System: A Study for Egyptian ASR
Ahmed Ali | Walid Magdy | Steve Renals

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Arib@QALB-2015 Shared Task: A Hybrid Cascade Model for Arabic Spelling Error Detection and Correction
Nouf AlShenaifi | Rehab AlNefie | Maha Al-Yahya | Hend Al-Khalifa

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CUFE@QALB-2015 Shared Task: Arabic Error Correction System
Michael Nawar

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GWU-HASP-2015@QALB-2015 Shared Task: Priming Spelling Candidates with Probability
Mohammed Attia | Mohamed Al-Badrashiny | Mona Diab

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QCMUQ@QALB-2015 Shared Task: Combining Character level MT and Error-tolerant Finite-State Recognition for Arabic Spelling Correction
Houda Bouamor | Hassan Sajjad | Nadir Durrani | Kemal Oflazer

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QCRI@QALB-2015 Shared Task: Correction of Arabic Text for Native and Non-Native Speakers’ Errors
Hamdy Mubarak | Kareem Darwish | Ahmed Abdelali

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SAHSOH@QALB-2015 Shared Task: A Rule-Based Correction Method of Common Arabic Native and Non-Native Speakers’ Errors
Wajdi Zaghouani | Taha Zerrouki | Amar Balla

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TECHLIMED@QALB-Shared Task 2015: a hybrid Arabic Error Correction System
Djamel Mostefa | Jaber Abualasal | Omar Asbayou | Mahmoud Gzawi | Ramzi Abbes

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UMMU@QALB-2015 Shared Task: Character and Word level SMT pipeline for Automatic Error Correction of Arabic Text
Fethi Bougares | Houda Bouamor

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Robust Part-of-speech Tagging of Arabic Text
Hanan Aldarmaki | Mona Diab

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Answer Selection in Arabic Community Question Answering: A Feature-Rich Approach
Yonatan Belinkov | Alberto Barrón-Cedeño | Hamdy Mubarak

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EDRAK: Entity-Centric Data Resource for Arabic Knowledge
Mohamed H. Gad-Elrab | Mohamed Amir Yosef | Gerhard Weikum



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Proceedings of the Eighth Workshop on Building and Using Comparable Corpora

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Proceedings of the Eighth Workshop on Building and Using Comparable Corpora
Pierre Zweigenbaum | Serge Sharoff | Reinhard Rapp

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Augmented Comparative Corpora and Monitoring Corpus in Chinese: LIVAC and Sketch Search Engine Compared
Benjamin K. Tsou

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A Factory of Comparable Corpora from Wikipedia
Alberto Barrón-Cedeño | Cristina España-Bonet | Josu Boldoba | Lluís Màrquez

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Knowledge-lean projection of coreference chains across languages
Yulia Grishina | Manfred Stede

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Projective methods for mining missing translations in DBpedia
Laurent Jakubina | Phillippe Langlais

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Attempting to Bypass Alignment from Comparable Corpora via Pivot Language
Alexis Linard | Béatrice Daille | Emmanuel Morin

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Application of a Corpus to Identify Gaps between English Learners and Native Speakers
Katsunori Kotani | Takehiko Yoshimi

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A Generative Model for Extracting Parallel Fragments from Comparable Documents
Somayeh Bakhshaei | Shahram Khadivi | Reza Safabakhsh

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Evaluating Features for Identifying Japanese-Chinese Bilingual Synonymous Technical Terms from Patent Families
Zi Long | Takehito Utsuro | Tomoharu Mitsuhashi | Mikio Yamamoto

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Extracting Bilingual Lexica from Comparable Corpora Using Self-Organizing Maps
Hyeong-Won Seo | Minah Cheon | Jae-Hoon Kim

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Obtaining SMT dictionaries for related languages
Miguel Rios | Serge Sharoff

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BUCC Shared Task: Cross-Language Document Similarity
Serge Sharoff | Pierre Zweigenbaum | Reinhard Rapp

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AUT Document Alignment Framework for BUCC Workshop Shared Task
Atefeh Zafarian | Amir Pouya Agha Sadeghi | Fatemeh Azadi | Sonia Ghiasifard | Zeinab Ali Panahloo | Somayeh Bakhshaei | Seyyed Mohammad Mohammadzadeh Ziabary

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LINA: Identifying Comparable Documents from Wikipedia
Emmanuel Morin | Amir Hazem | Florian Boudin | Elizaveta Loginova-Clouet




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Proceedings of the 9th SIGHUM Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH)

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Proceedings of the 9th SIGHUM Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH)
Kalliopi Zervanou | Marieke van Erp | Beatrice Alex

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Catching the Red Priest: Using Historical Editions of Encyclopaedia Britannica to Track the Evolution of Reputations
Yen-Fu Luo | Anna Rumshisky | Mikhail Gronas

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Five Centuries of Monarchy in Korea: Mining the Text of the Annals of the Joseon Dynasty
JinYeong Bak | Alice Oh

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Analyzing Sentiment in Classical Chinese Poetry
Yufang Hou | Anette Frank

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Measuring the Structural and Conceptual Similarity of Folktales using Plot Graphs
Victoria Anugrah Lestari | Ruli Manurung

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Towards Annotating Narrative Segments
Nils Reiter

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Ranking Relevant Verb Phrases Extracted from Historical Text
Eva Pettersson | Beáta Megyesi | Joakim Nivre

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Ranking election issues through the lens of social media
Stephen Wan | Cécile Paris

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Word Embeddings Pointing the Way for Late Antiquity
Johannes Bjerva | Raf Praet

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Enriching Interlinear Text using Automatically Constructed Annotators
Ryan Georgi | Fei Xia | William Lewis

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Automatic interlinear glossing as two-level sequence classification
Tanja Samardžić | Robert Schikowski | Sabine Stoll

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Enriching Digitized Medieval Manuscripts: Linking Image, Text and Lexical Knowledge
Aitor Arronte Álvarez

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A preliminary study on similarity-preserving digital book identifiers
Klemo Vladimir | Marin Silic | Nenad Romic | Goran Delac | Sinisa Srbljic

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When Translation Requires Interpretation: Collaborative Computer–Assisted Translation of Ancient Texts
Andrea Bellandi | Davide Albanesi | Giulia Benotto | Emiliano Giovannetti | Gianfranco Di Segni

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Integrating Query Performance Prediction in Term Scoring for Diachronic Thesaurus
Chaya Liebeskind | Ido Dagan

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Minoan linguistic resources: The Linear A Digital Corpus
Tommaso Petrolito | Ruggero Petrolito | Francesco Perono Cacciafoco | Grégoire Winterstein

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Lexicon-assisted tagging and lemmatization in Latin: A comparison of six taggers and two lemmatization methods
Steffen Eger | Tim vor der Brück | Alexander Mehler


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Proceedings of BioNLP 15

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Proceedings of BioNLP 15
Kevin Bretonnel Cohen | Dina Demner-Fushman | Sophia Ananiadou | Jun-ichi Tsujii

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Complex Event Extraction using DRUM
James Allen | Will de Beaumont | Lucian Galescu | Choh Man Teng

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Making the most of limited training data using distant supervision
Roland Roller | Mark Stevenson

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An extended dependency graph for relation extraction in biomedical texts
Yifan Peng | Samir Gupta | Cathy Wu | Vijay Shanker

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Event Extraction in pieces:Tackling the partial event identification problem on unseen corpora
Chrysoula Zerva | Sophia Ananiadou

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Extracting Biological Pathway Models From NLP Event Representations
Michael Spranger | Sucheendra Palaniappan | Samik Ghosh

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Shallow Training is cheap but is it good enough? Experiments with Medical Fact Coding
Ramesh Nallapati | Radu Florian

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Stacked Generalization for Medical Concept Extraction from Clinical Notes
Youngjun Kim | Ellen Riloff

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Extracting Disease-Symptom Relationships by Learning Syntactic Patterns from Dependency Graphs
Mohsen Hassan | Olfa Makkaoui | Adrien Coulet | Yannick Toussaint

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Extracting Time Expressions from Clinical Text
Timothy Miller | Steven Bethard | Dmitriy Dligach | Chen Lin | Guergana Savova

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Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion
Yue Liu | Tao Ge | Kusum Mathews | Heng Ji | Deborah McGuinness

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Semantic Type Classification of Common Words in Biomedical Noun Phrases
Amy Siu | Gerhard Weikum

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CoMAGD: Annotation of Gene-Depression Relations
Rize Jin | Jinseon You | Jin-Woo Chung | Hee-Jin Lee | Maria Wolters | Jong Park

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Lexical Characteristics Analysis of Chinese Clinical Documents
Meizhi Ju | Haomin Li | Huilong Duan

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Using word embedding for bio-event extraction
Chen Li | Runqing Song | Maria Liakata | Andreas Vlachos | Stephanie Seneff | Xiangrong Zhang

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Measuring the readability of medical research journal abstracts
Samuel J. Severance | K. Bretonnel Cohen

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Translating Electronic Health Record Notes from English to Spanish: A Preliminary Study
Weisong Liu | Shu Cai

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Automatic Detection of Answers to Research Questions from Medline Abstracts
Abdulaziz Alamri | Mark Stevenson

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A preliminary study on automatic identification of patient smoking status in unstructured electronic health records
Jitendra Jonnagaddala | Hong-Jie Dai | Pradeep Ray | Siaw-Teng Liaw

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Restoring the intended structure of Hungarian ophthalmology documents
Borbála Siklósi | Attila Novák

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Evaluating distributed word representations for capturing semantics of biomedical concepts
Muneeb TH | Sunil Sahu | Ashish Anand

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Investigating Public Health Surveillance using Twitter
Antonio Jimeno Yepes | Andrew MacKinlay | Bo Han

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Clinical Abbreviation Disambiguation Using Neural Word Embeddings
Yonghui Wu | Jun Xu | Yaoyun Zhang | Hua Xu

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Representing Clinical Diagnostic Criteria in Quality Data Model Using Natural Language Processing
Na Hong | Dingcheng Li | Yue Yu | Hongfang Liu | Christopher G. Chute | Guoqian Jiang


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Proceedings of the Fifth Named Entity Workshop

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Proceedings of the Fifth Named Entity Workshop
Xiangyu Duan | Rafael E. Banchs | Min Zhang | Haizhou Li | A Kumaran

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Whitepaper of NEWS 2015 Shared Task on Machine Transliteration
Min Zhang | Haizhou Li | Rafael E. Banchs | A Kumaran

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Report of NEWS 2015 Machine Transliteration Shared Task
Rafael E. Banchs | Min Zhang | Xiangyu Duan | Haizhou Li | A. Kumaran

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How do you spell that? A journey through word representations
Greg Kondrak

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Boosting Named Entity Recognition with Neural Character Embeddings
Cícero dos Santos | Victor Guimarães

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Regularity and Flexibility in English-Chinese Name Transliteration
Oi Yee Kwong

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HAREM and Klue: how to put two tagsets for named entities annotation together
Livy Real | Alexandre Rademaker

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Semi-supervised Learning for Vietnamese Named Entity Recognition using Online Conditional Random Fields
Quang Hong Pham | Minh-Le Nguyen | Binh Thanh Nguyen | Nguyen Viet Cuong

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Boosting English-Chinese Machine Transliteration via High Quality Alignment and Multilingual Resources
Yan Shao | Jörg Tiedemann | Joakim Nivre

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Neural Network Transduction Models in Transliteration Generation
Andrew Finch | Lemao Liu | Xiaolin Wang | Eiichiro Sumita

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A Hybrid Transliteration Model for Chinese/English Named Entities —BJTU-NLP Report for the 5th Named Entities Workshop
Dandan Wang | Xiaohui Yang | Jinan Xu | Yufeng Chen | Nan Wang | Bojia Liu | Jian Yang | Yujie Zhang

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Multiple System Combination for Transliteration
Garrett Nicolai | Bradley Hauer | Mohammad Salameh | Adam St Arnaud | Ying Xu | Lei Yao | Grzegorz Kondrak

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Data representation methods and use of mined corpora for Indian language transliteration
Anoop Kunchukuttan | Pushpak Bhattacharyya

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NCU IISR English-Korean and English-Chinese Named Entity Transliteration Using Different Grapheme Segmentation Approaches
Yu-Chun Wang | Chun-Kai Wu | Richard Tzong-Han Tsai



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Proceedings of the Fourth Workshop on Hybrid Approaches to Translation (HyTra)

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Proceedings of the Fourth Workshop on Hybrid Approaches to Translation (HyTra)
Bogdan Babych | Kurt Eberle | Patrik Lambert | Reinhard Rapp | Rafael E. Banchs | Marta R. Costa-jussà

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Bootstrapping a hybrid deep MT system
João Silva | João Rodrigues | Luís Gomes | António Branco

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Multi-system machine translation using online APIs for English-Latvian
Matīss Rikters

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What a Transfer-Based System Brings to the Combination with PBMT
Aleš Tamchyna | Ondřej Bojar

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Establishing sentential structure via realignments from small parallel corpora
George Tambouratzis | Vassiliki Pouli

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Passive and Pervasive Use of Bilingual Dictionary in Statistical Machine Translation
Liling Tan | Josef van Genabith | Francis Bond

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Automated Simultaneous Interpretation: Hints of a Cognitive Framework for Machine Translation
Rafael E. Banchs

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A fuzzier approach to machine translation evaluation: A pilot study on post-editing productivity and automated metrics in commercial settings
Carla Parra Escartín | Manuel Arcedillo

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A Methodology for Bilingual Lexicon Extraction from Comparable Corpora
Reinhard Rapp

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Ongoing Study for Enhancing Chinese-Spanish Translation with Morphology Strategies
Marta R. Costa-jussà

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Baidu Translate: Research and Products
Zhongjun He

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On Improving the Human Translation Process by Using MT Technologies under a Cognitive Framework
Xinhui Geng

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Towards a shared task for shallow semantics-based translation (in an industrial setting)
Kurt Eberle


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Proceedings of the 4th Workshop on Linked Data in Linguistics: Resources and Applications

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Proceedings of the 4th Workshop on Linked Data in Linguistics: Resources and Applications
Christian Chiarcos | John Philip McCrae | Petya Osenova | Philipp Cimiano | Nancy Ide

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From DBpedia and WordNet hierarchies to LinkedIn and Twitter
Aonghus McGovern | Alexander O’Connor | Vincent Wade

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A Linked Data Model for Multimodal Sentiment and Emotion Analysis
J. Fernando Sánchez-Rada | Carlos A. Iglesias | Ronald Gil

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Seeing is Correcting: curating lexical resources using social interfaces
Livy Real | Fabricio Chalub | Valeria de Paiva | Claudia Freitas | Alexandre Rademaker

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Sar-graphs: A Linked Linguistic Knowledge Resource Connecting Facts with Language
Sebastian Krause | Leonhard Hennig | Aleksandra Gabryszak | Feiyu Xu | Hans Uszkoreit

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Reconciling Heterogeneous Descriptions of Language Resources
John Philip McCrae | Philipp Cimiano | Victor Rodríguez Doncel | Daniel Vila-Suero | Jorge Gracia | Luca Matteis | Roberto Navigli | Andrejs Abele | Gabriela Vulcu | Paul Buitelaar

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RDF Representation of Licenses for Language Resources
Victor Rodriguez-Doncel | Penny Labropoulou

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Linking Four Heterogeneous Language Resources as Linked Data
Benjamin Siemoneit | John Philip McCrae | Philipp Cimiano

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EVALution 1.0: an Evolving Semantic Dataset for Training and Evaluation of Distributional Semantic Models
Enrico Santus | Frances Yung | Alessandro Lenci | Chu-Ren Huang

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Linguistic Linked Data in Chinese: The Case of Chinese Wordnet
Chih-Yao Lee | Shu-Kai Hsieh


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Proceedings of the Workshop on Noisy User-generated Text

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Proceedings of the Workshop on Noisy User-generated Text
Wei Xu | Bo Han | Alan Ritter

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Minority Language Twitter: Part-of-Speech Tagging and Analysis of Irish Tweets
Teresa Lynn | Kevin Scannell | Eimear Maguire

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Challenges of studying and processing dialects in social media
Anna Jørgensen | Dirk Hovy | Anders Søgaard

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Toward Tweets Normalization Using Maximum Entropy
Mohammad Arshi Saloot | Norisma Idris | Liyana Shuib | Ram Gopal Raj | AiTi Aw

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Five Shades of Noise: Analyzing Machine Translation Errors in User-Generated Text
Marlies van der Wees | Arianna Bisazza | Christof Monz

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A Normalizer for UGC in Brazilian Portuguese
Magali Sanches Duran | Maria das Graças Volpe Nunes | Lucas Avanço

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USFD: Twitter NER with Drift Compensation and Linked Data
Leon Derczynski | Isabelle Augenstein | Kalina Bontcheva

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NRC: Infused Phrase Vectors for Named Entity Recognition in Twitter
Colin Cherry | Hongyu Guo | Chengbi Dai

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IITP: Multiobjective Differential Evolution based Twitter Named Entity Recognition
Md Shad Akhtar | Utpal Kumar Sikdar | Asif Ekbal

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Data Adaptation for Named Entity Recognition on Tweets with Features-Rich CRF
Tian Tian | Marco Dinarelli | Isabelle Tellier

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Hallym: Named Entity Recognition on Twitter with Word Representation
Eun-Suk Yang | Yu-Seop Kim

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IHS_RD: Lexical Normalization for English Tweets
Dmitry Supranovich | Viachaslau Patsepnia

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Bekli:A Simple Approach to Twitter Text Normalization.
Russell Beckley

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NCSU-SAS-Ning: Candidate Generation and Feature Engineering for Supervised Lexical Normalization
Ning Jin

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DCU-ADAPT: Learning Edit Operations for Microblog Normalisation with the Generalised Perceptron
Joachim Wagner | Jennifer Foster

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LYSGROUP: Adapting a Spanish microtext normalization system to English.
Yerai Doval Mosquera | Jesús Vilares | Carlos Gómez-Rodríguez

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IITP: Hybrid Approach for Text Normalization in Twitter
Md Shad Akhtar | Utpal Kumar Sikdar | Asif Ekbal

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NCSU_SAS_WOOKHEE: A Deep Contextual Long-Short Term Memory Model for Text Normalization
Wookhee Min | Bradford Mott

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USZEGED: Correction Type-sensitive Normalization of English Tweets Using Efficiently Indexed n-gram Statistics
Gábor Berend | Ervin Tasnádi

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Shared Tasks of the 2015 Workshop on Noisy User-generated Text: Twitter Lexical Normalization and Named Entity Recognition
Timothy Baldwin | Marie Catherine de Marneffe | Bo Han | Young-Bum Kim | Alan Ritter | Wei Xu

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Enhancing Named Entity Recognition in Twitter Messages Using Entity Linking
Ikuya Yamada | Hideaki Takeda | Yoshiyasu Takefuji

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Improving Twitter Named Entity Recognition using Word Representations
Zhiqiang Toh | Bin Chen | Jian Su

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Multimedia Lab @ ACL WNUT NER Shared Task: Named Entity Recognition for Twitter Microposts using Distributed Word Representations
Fréderic Godin | Baptist Vandersmissen | Wesley De Neve | Rik Van de Walle

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NCSU_SAS_SAM: Deep Encoding and Reconstruction for Normalization of Noisy Text
Samuel Leeman-Munk | James Lester | James Cox

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Learning finite state word representations for unsupervised Twitter adaptation of POS taggers
Julie Wulff | Anders Søgaard

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Towards POS Tagging for Arabic Tweets
Fahad Albogamy | Allan Ramasy


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Proceedings of the 2nd Workshop on Natural Language Processing Techniques for Educational Applications

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Proceedings of the 2nd Workshop on Natural Language Processing Techniques for Educational Applications
Hsin-Hsi Chen | Yuen-Hsien Tseng | Yuji Matsumoto | Lung Hsiang Wong

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Overview of the NLP-TEA 2015 Shared Task for Chinese Grammatical Error Diagnosis
Lung-Hao Lee | Liang-Chih Yu | Li-Ping Chang

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Chinese Grammatical Error Diagnosis by Conditional Random Fields
Po-Lin Chen | Shih-Hung Wu | Liang-Pu Chen | Ping-Che Yang | Ren-Dar Yang

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NTOU Chinese Grammar Checker for CGED Shared Task
Chuan-Jie Lin | Shao-Heng Chen

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Collocation Assistant for Learners of Japanese as a Second Language
Lis Pereira | Yuji Matsumoto

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Semi-automatic Generation of Multiple-Choice Tests from Mentions of Semantic Relations
Renlong Ai | Sebastian Krause | Walter Kasper | Feiyu Xu | Hans Uszkoreit

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Interactive Second Language Learning from News Websites
Tao Chen | Naijia Zheng | Yue Zhao | Muthu Kumar Chandrasekaran | Min-Yen Kan

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Bilingual Keyword Extraction and its Educational Application
Chung-Chi Huang | Mei-Hua Chen | Ping-Che Yang

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Annotating Entailment Relations for Shortanswer Questions
Simon Ostermann | Andrea Horbach | Manfred Pinkal

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An Automated Scoring Tool for Korean Supply-type Items Based on Semi-Supervised Learning
Minah Cheon | Hyeong-Won Seo | Jae-Hoon Kim | Eun-Hee Noh | Kyung-Hee Sung | EunYong Lim

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A System for Generating Multiple Choice Questions: With a Novel Approach for Sentence Selection
Mukta Majumder | Sujan Kumar Saha

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The “News Web Easy” news service as a resource for teaching and learning Japanese: An assessment of the comprehension difficulty of Japanese sentence-end expressions
Hideki Tanaka | Tadashi Kumano | Isao Goto

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Grammatical Error Correction Considering Multi-word Expressions
Tomoya Mizumoto | Masato Mita | Yuji Matsumoto

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Salinlahi III: An Intelligent Tutoring System for Filipino Heritage Language Learners
Ralph Vincent Regalado | Michael Louie Boñon | Nadine Chua | Rene Rose Piñera | Shannen Rose Dela Cruz

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Using Finite State Transducers for Helping Foreign Language Learning
Hasan Kaya | Gülşen Eryiğit

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Chinese Grammatical Error Diagnosis Using Ensemble Learning
Yang Xiang | Xiaolong Wang | Wenying Han | Qinghua Hong

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Condition Random Fields-based Grammatical Error Detection for Chinese as Second Language
Jui-Feng Yeh | Chan-Kun Yeh | Kai-Hsiang Yu | Ya-Ting Li | Wan-Ling Tsai

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Improving Chinese Grammatical Error Correction with Corpus Augmentation and Hierarchical Phrase-based Statistical Machine Translation
Yinchen Zhao | Mamoru Komachi | Hiroshi Ishikawa

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Chinese Grammatical Error Diagnosis System Based on Hybrid Model
Xiupeng Wu | Peijie Huang | Jundong Wang | Qingwen Guo | Yuhong Xu | Chuping Chen



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Proceedings of the 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue

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Proceedings of the 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Alexander Koller | Gabriel Skantze | Filip Jurcicek | Masahiro Araki | Carolyn Penstein Rose

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Keynote: The Interplay of Discussion, Cognition and Instruction in Computer-Supported Collaborative Learning Environments
Frank Fischer

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Human-Machine Dialogue as a Stochastic Game
Merwan Barlier | Julien Perolat | Romain Laroche | Olivier Pietquin

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Knowledge transfer between speakers for personalised dialogue management
Iñigo Casanueva | Thomas Hain | Heidi Christensen | Ricard Marxer | Phil Green

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Miscommunication Recovery in Physically Situated Dialogue
Matthew Marge | Alexander Rudnicky

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Reinforcement Learning in Multi-Party Trading Dialog
Takuya Hiraoka | Kallirroi Georgila | Elnaz Nouri | David Traum | Satoshi Nakamura

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An Incremental Turn-Taking Model with Active System Barge-in for Spoken Dialog Systems
Tiancheng Zhao | Alan W Black | Maxine Eskenazi

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Exploring the Effects of Redundancy within a Tutorial Dialogue System: Restating Students’ Responses
Pamela Jordan | Patricia Albacete | Sandra Katz

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A Discursive Grid Approach to Model Local Coherence in Multi-document Summaries
Márcio Dias | Thiago Pardo

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Belief Tracking with Stacked Relational Trees
Deepak Ramachandran | Adwait Ratnaparkhi

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“So, which one is it?” The effect of alternative incremental architectures in a high-performance game-playing agent
Maike Paetzel | Ramesh Manuvinakurike | David DeVault

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Towards Taxonomy of Errors in Chat-oriented Dialogue Systems
Ryuichiro Higashinaka | Kotaro Funakoshi | Masahiro Araki | Hiroshi Tsukahara | Yuka Kobayashi | Masahiro Mizukami

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PDTB Discourse Parsing as a Tagging Task: The Two Taggers Approach
Or Biran | Kathleen McKeown

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Which Synthetic Voice Should I Choose for an Evocative Task?
Eli Pincus | Kallirroi Georgila | David Traum

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Dialog Act Annotation for Twitter Conversations
Elina Zarisheva | Tatjana Scheffler

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Towards Improving Dialogue Topic Tracking Performances with Wikification of Concept Mentions
Seokhwan Kim | Rafael E. Banchs | Haizhou Li

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Exploiting knowledge base to generate responses for natural language dialog listening agents
Sangdo Han | Jeesoo Bang | Seonghan Ryu | Gary Geunbae Lee

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Automated Speech Recognition Technology for Dialogue Interaction with Non-Native Interlocutors
Alexei V. Ivanov | Vikram Ramanarayanan | David Suendermann-Oeft | Melissa Lopez | Keelan Evanini | Jidong Tao

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Conversational Knowledge Teaching Agent that uses a Knowledge Base
Kyusong Lee | Paul Hongsuck Seo | Junhwi Choi | Sangjun Koo | Gary Geunbae Lee

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Information Theoretical and Statistical Features for Intrinsic Plagiarism Detection
Rashedur Rahman

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A SIP of CoFee : A Sample of Interesting Productions of Conversational Feedback
Laurent Prévot | Jan Gorisch | Roxane Bertrand | Emilien Gorène | Brigitte Bigi

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Reinforcement Learning of Multi-Issue Negotiation Dialogue Policies
Alexandros Papangelis | Kallirroi Georgila

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Fast and easy language understanding for dialog systems with Microsoft Language Understanding Intelligent Service (LUIS)
Jason D. Williams | Eslam Kamal | Mokhtar Ashour | Hani Amr | Jessica Miller | Geoff Zweig

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Multilingual WikiTalk: Wikipedia-based talking robots that switch languages.
Graham Wilcock | Kristiina Jokinen

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Modelling situated human-robot interaction using IrisTK
Gabriel Skantze | Martin Johansson

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I Couldn’t Agree More: The Role of Conversational Structure in Agreement and Disagreement Detection in Online Discussions
Sara Rosenthal | Kathy McKeown

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Memory-Based Acquisition of Argument Structures and its Application to Implicit Role Detection
Christian Chiarcos | Niko Schenk

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Generating Sentence Planning Variations for Story Telling
Stephanie Lukin | Lena Reed | Marilyn Walker

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Keynote: Graph-based Approaches for Spoken Language Understanding
Dilek Hakkani-Tur

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Evaluating Spoken Dialogue Processing for Time-Offset Interaction
David Traum | Kallirroi Georgila | Ron Artstein | Anton Leuski

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THE REAL CHALLENGE 2014: PROGRESS AND PROSPECTS
Maxine Eskenazi | Alan W Black | Sungjin Lee | David Traum

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Argument Mining: Extracting Arguments from Online Dialogue
Reid Swanson | Brian Ecker | Marilyn Walker

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Multilingual Summarization with Polytope Model
Natalia Vanetik | Marina Litvak

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Call Centre Conversation Summarization: A Pilot Task at Multiling 2015
Benoit Favre | Evgeny Stepanov | Jérémy Trione | Frédéric Béchet | Giuseppe Riccardi

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AllSummarizer system at MultiLing 2015: Multilingual single and multi-document summarization
Abdelkrime Aries | Djamel Eddine Zegour | Khaled Walid Hidouci

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Comment-to-Article Linking in the Online News Domain
Ahmet Aker | Emina Kurtic | Mark Hepple | Rob Gaizauskas | Giuseppe Di Fabbrizio

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The University of Alicante at MultiLing 2015: approach, results and further insights
Marta Vicente | Óscar Alcón | Elena Lloret

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ExB Text Summarizer
Stefan Thomas | Christian Beutenmüller | Xose de la Puente | Robert Remus | Stefan Bordag

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MultiLing 2015: Multilingual Summarization of Single and Multi-Documents, On-line Fora, and Call-center Conversations
George Giannakopoulos | Jeff Kubina | John Conroy | Josef Steinberger | Benoit Favre | Mijail Kabadjov | Udo Kruschwitz | Massimo Poesio

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Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking
Tsung-Hsien Wen | Milica Gašić | Dongho Kim | Nikola Mrkšić | Pei-Hao Su | David Vandyke | Steve Young

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The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems
Ryan Lowe | Nissan Pow | Iulian Serban | Joelle Pineau

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Recurrent Polynomial Network for Dialogue State Tracking with Mismatched Semantic Parsers
Qizhe Xie | Kai Sun | Su Zhu | Lu Chen | Kai Yu

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Opportunities and Obligations to Take Turns in Collaborative Multi-Party Human-Robot Interaction
Martin Johansson | Gabriel Skantze

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Optimising Turn-Taking Strategies With Reinforcement Learning
Hatim Khouzaimi | Romain Laroche | Fabrice Lefèvre

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Acoustic-prosodic entrainment in Slovak, Spanish, English and Chinese: A cross-linguistic comparison
Rivka Levitan | Štefan Beňuš | Agustín Gravano | Julia Hirschberg

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A statistical approach for Non-Sentential Utterance Resolution for Interactive QA System
Dinesh Raghu | Sathish Indurthi | Jitendra Ajmera | Sachindra Joshi

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The Interplay of User-Centered Dialog Systems and AI Planning
Florian Nothdurft | Gregor Behnke | Pascal Bercher | Susanne Biundo | Wolfgang Minker

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Automatic Detection of Miscommunication in Spoken Dialogue Systems
Raveesh Meena | José Lopes | Gabriel Skantze | Joakim Gustafson

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Dialogue Management based on Multi-domain Corpus
Wendong Ge | Bo Xu

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Quality-adaptive Spoken Dialogue Initiative Selection And Implications On Reward Modelling
Stefan Ultes | Matthias Kraus | Alexander Schmitt | Wolfgang Minker

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Metaphor Detection in Discourse
Hyeju Jang | Seungwhan Moon | Yohan Jo | Carolyn Rosé

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User Adaptive Restoration for Incorrectly-Segmented Utterances in Spoken Dialogue Systems
Kazunori Komatani | Naoki Hotta | Satoshi Sato | Mikio Nakano

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Incremental Coordination: Attention-Centric Speech Production in a Physically Situated Conversational Agent
Zhou Yu | Dan Bohus | Eric Horvitz

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Hyper-parameter Optimisation of Gaussian Process Reinforcement Learning for Statistical Dialogue Management
Lu Chen | Pei-Hao Su | Milica Gašić

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Learning Domain-Independent Dialogue Policies via Ontology Parameterisation
Zhuoran Wang | Tsung-Hsien Wen | Pei-Hao Su | Yannis Stylianou

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Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems
Pei-Hao Su | David Vandyke | Milica Gašić | Nikola Mrkšić | Tsung-Hsien Wen | Steve Young

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Effects of Game on User Engagement with Spoken Dialogue System
Hayato Kobayashi | Kaori Tanio | Manabu Sassano

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Evaluation of Crowdsourced User Input Data for Spoken Dialog Systems
Maria Schmidt | Markus Müller | Martin Wagner | Sebastian Stüker | Alex Waibel | Hansjörg Hofmann | Steffen Werner

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A distributed cloud-based dialog system for conversational application development
Vikram Ramanarayanan | David Suendermann-Oeft | Alexei V. Ivanov | Keelan Evanini

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A TV Program Discovery Dialog System using recommendations
Deepak Ramachandran | Mark Fanty | Ronald Provine | Peter Yeh | William Jarrold | Adwait Ratnaparkhi | Benjamin Douglas

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Description of the PatientGenesys Dialogue System
Leonardo Campillos Llanos | Dhouha Bouamor | Éric Bilinski | Anne-Laure Ligozat | Pierre Zweigenbaum | Sophie Rosset

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The Cohort and Speechify Libraries for Rapid Construction of Speech Enabled Applications for Android
Tejaswi Kasturi | Haojian Jin | Aasish Pappu | Sungjin Lee | Beverley Harrison | Ramana Murthy | Amanda Stent


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Proceedings of the 15th European Workshop on Natural Language Generation (ENLG)

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Proceedings of the 15th European Workshop on Natural Language Generation (ENLG)
Anya Belz | Albert Gatt | François Portet | Matthew Purver

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A Simple Surface Realization Engine for Telugu
Sasi Raja Sekhar Dokkara | Suresh Verma Penumathsa | Somayajulu Gowri Sripada

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Input Seed Features for Guiding the Generation Process: A Statistical Approach for Spanish
Cristina Barros | Elena Lloret

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A Domain Agnostic Approach to Verbalizing n-ary Events without Parallel Corpora
Bikash Gyawali | Claire Gardent | Christophe Cerisara

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Inducing Clause-Combining Rules: A Case Study with the SPaRKy Restaurant Corpus
Michael White | David M. Howcroft

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Reading Times Predict the Quality of Generated Text Above and Beyond Human Ratings
Sina Zarrieß | Sebastian Loth | David Schlangen

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Moving Targets: Human References to Unstable Landmarks
Adriana Baltaretu | Emiel Krahmer | Alfons Maes

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A Framework for the Generation of Computer System Diagnostics in Natural Language using Finite State Methods
Rachel Farrell | Gordon Pace | Michael Rosner

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A Snapshot of NLG Evaluation Practices 2005 - 2014
Dimitra Gkatzia | Saad Mahamood

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Japanese Word Reordering Executed Concurrently with Dependency Parsing and Its Evaluation
Tomohiro Ohno | Kazushi Yoshida | Yoshihide Kato | Shigeki Matsubara

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Sentence Ordering in Electronic Navigational Chart Companion Text Generation
Julie Sauvage-Vincent | Yannis Haralambous | John Puentes

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Natural Language Generation from Pictographs
Leen Sevens | Vincent Vandeghinste | Ineke Schuurman | Frank Van Eynde

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Translating Italian to LIS in the Rail Stations
Alessandro Mazzei

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Response Generation in Dialogue Using a Tailored PCFG Parser
Caixia Yuan | Xiaojie Wang | Qianhui He

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Generating Récit from Sensor Data: Evaluation of a Task Model for Story Planning and Preliminary Experiments with GPS Data
Belén A. Baez Miranda | Sybille Caffiau | Catherine Garbay | François Portet

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Generating and Evaluating Landmark-Based Navigation Instructions in Virtual Environments
Amanda Cercas Curry | Dimitra Gkatzia | Verena Rieser

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Summarising Unreliable Data
Stephanie Inglis

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Generating Descriptions of Spatial Relations between Objects in Images
Adrian Muscat | Anja Belz

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Towards Flexible, Small-Domain Surface Generation: Combining Data-Driven and Grammatical Approaches
Andrea Fischer | Vera Demberg | Dietrich Klakow

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JSrealB: A Bilingual Text Realizer for Web Programming
Paul Molins | Guy Lapalme

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A Game-Based Setup for Data Collection and Task-Based Evaluation of Uncertain Information Presentation
Dimitra Gkatzia | Amanda Cercas Curry | Verena Rieser | Oliver Lemon

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Generating Referential Descriptions Involving Relations by a Best-First Searching Procedure – A System Demo
Florin Haque | Helmut Horacek

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Generating Image Descriptions with Gold Standard Visual Inputs: Motivation, Evaluation and Baselines
Josiah Wang | Robert Gaizauskas

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Designing an Algorithm for Generating Named Spatial References
Rodrigo de Oliveira | Yaji Sripada | Ehud Reiter

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Narrative Generation from Extracted Associations
Pierre-Luc Vaudry | Guy Lapalme

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Topic Transition Strategies for an Information-Giving Agent
Nadine Glas | Catherine Pelachaud

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Creating Textual Driver Feedback from Telemetric Data
Daniel Braun | Ehud Reiter | Advaith Siddharthan

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A Personal Storytelling about Your Favorite Data
Cyril Labbé | Claudia Roncancio | Damien Bras



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bib (full) Proceedings of the 18th Annual Conference of the European Association for Machine Translation

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Proceedings of the 18th Annual Conference of the European Association for Machine Translation
İlknur Durgar El-Kahlout | Mehmed Özkan | Felipe Sánchez-Martínez | Gema Ramírez-Sánchez | Fred Hollowood | Andy Way

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Exploiting portability to build an RBMT prototype for a new source language
Nora Aranberri | Gorka Labaka | Arantza Díaz de Ilarraza | Kepa Sarasola

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Building hybrid machine translation systems by using an EBMT preprocessor to create partial translations
Mikel Artetxe | Gorka Labaka | Kepa Sarasola

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Using on-line available sources of bilingual information for word-level machine translation quality estimation
Miquel Esplà-Gomis | Felipe Sánchez-Martínez | Mikel L. Forcada

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A general framework for minimizing translation effort: towards a principled combination of translation technologies in computer-aided translation
Mikel L. Forcada | Felipe Sánchez-Martínez

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Can Translation Memories afford not to use paraphrasing?
Rohit Gupta | Constantin Orăsan | Marcos Zampieri | Mihaela Vela | Josef van Genabith

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Dependency-based Reordering Model for Constituent Pairs in Hierarchical SMT
Arefeh Kazemi | Antonio Toral | Andy Way | Amirhassan Monadjemi | Mohammadali Nematbakhsh

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The role of artificially generated negative data for quality estimation of machine translation
Varvara Logacheva | Lucia Specia

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Document-Level Machine Translation with Word Vector Models
Eva Martínez Garcia | Cristina España-Bonet | Lluís Màrquez

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The potential and limits of lay post-editing in an online community
Linda Mitchell

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Post-Editing Evaluations: Trade-offs between Novice and Professional Participants
Joss Moorkens | Sharon O’Brien

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Benchmarking SMT Performance for Farsi Using the TEP++ Corpus
Peyman Passban | Andy Way | Qun Liu

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Dynamic Terminology Integration Methods in Statistical Machine Translation
Mārcis Pinnis

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Identifying main obstacles for statistical machine translation of morphologically rich South Slavic languages
Maja Popović | Mihael Arčan

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Poor man’s lemmatisation for automatic error classification
Maja Popović | Mihael Arčan | Eleftherios Avramidis | Aljoscha Burchardt | Arle Lommel

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Truly Exploring Multiple References for Machine Translation Evaluation
Ying Qin | Lucia Specia

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Searching for Context: a Study on Document-Level Labels for Translation Quality Estimation
Carolina Scarton | Marcos Zampieri | Mihaela Vela | Josef van Genabith | Lucia Specia

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Stripping Adjectives: Integration Techniques for Selective Stemming in SMT Systems
Isabel Slawik | Jan Niehues | Alex Waibel

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Evaluating machine translation for assimilation via a gap-filling task
Ekaterina Ageeva | Mikel L. Forcada | Francis M. Tyers | Juan Antonio Pérez-Ortiz

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Unsupervised training of maximum-entropy models for lexical selection in rule-based machine translation
Francis M. Tyers | Felipe Sánchez-Martínez | Mikel L. Forcada

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Assessing linguistically aware fuzzy matching in translation memories
Tom Vanallemeersch | Vincent Vandeghinste

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Re-assessing the WMT2013 Human Evaluation with Professional Translators Trainees
Mihaela Vela | Josef van Genabith

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Integrating a Large, Monolingual Corpus as Translation Memory into Statistical Machine Translation
Katharina Wäschle | Stefan Riezler

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Target-Side Generation of Prepositions for SMT
Marion Weller | Alexander Fraser | Sabine Schulte im Walde

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Word Alignment Based Parallel Corpora Evaluation and Cleaning Using Machine Learning Techniques
Ieva Zariņa | Pēteris Ņikiforovs | Raivis Skadiņš

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Content Translation: Computer assisted translation tool for Wikipedia articles
Niklas Laxström | Pau Giner | Santhosh Thottingal

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Pre-reordering for Statistical Machine Translation of Non-fictional Subtitles
Magdalena Plamadă | Gion Linder | Phillip Ströbel | Martin Volk

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SMT at the International Maritime Organization: experiences with combining in-house corpora with out-of-domain corpora
Bruno Pouliquen | Marcin Junczys-Dowmunt | Blanca Pinero | Michal Ziemski

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Evaluation of the domain adaptation of MT systems in ACCURAT
Gregor Thurmair

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MixedEmotions: Social Semantic Emotion Analysis for Innovative Multilingual Big Data Analytics Markets
Mihael Arcan | Paul Buitelaar

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The ACCEPT Academic Portal: Bringing Together Pre-editing, MT and Post-editing into a Learning Environment
Pierrette Bouillon | Johanna Gerlach | Asheesh Gulati | Victoria Porro | Violeta Seretan

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Russian-Chinese Sentence-level Aligned News Corpus
Wenjun Du | Wuying Liu | Junting Yu | Mianzhu Yi

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HimL (Health in my Language)
Barry Haddow

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MT-enhanced fuzzy matching with Transit NXT and STAR Moses
Nadira Hofmann

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HandyCAT - An Open-Source Platform for CAT Tool Research
Christopher Hokamp | Qun Liu

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TraMOOC: Translation for Massive Open Online Courses
Valia Kordoni | Kostadin Cholakov | Markus Egg | Andy Way | Lexi Birch | Katia Kermanidis | Vilelmini Sosoni | Dimitrios Tsoumakos | Antal van den Bosch | Iris Hendrickx | Michael Papadopoulos | Panayota Georgakopoulou | Maria Gialama | Menno van Zaanen | Ioana Buliga | Mitja Jermol | Davor Orlic

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Streamlining Translation Workflows with StyleScorer
David Landan | Olga Beregovaya

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Estonian-English Reversible Smart Phone Dictionary of Military Terms and Relevant Vocabulary
Epp Leete

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FALCON: Federated Active Linguistic data CuratiON
David Lewis

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Tapadóir
Eimear Maguire | John Judge | Teresa Lynn

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Okapi+QuEst: Translation Quality Estimation within Okapi
Gustavo Henrique Paetzold | Lucia Specia | Yves Savourel

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CRACKER: Cracking the Language Barrier
Georg Rehm

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LTC KnowHow: Empowering the Social Enterprise in the Language Industry
Adriane Rinsche | Sabine Rinsches

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Multi-Dialect Machine Translation (MuDMat)
Fatiha Sadat

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Abu-MaTran: Automatic building of Machine Translation
Antonio Toral | Tommi A. Pirinen | Andy Way | Gema Ramírez-Sánchez | Sergio Ortiz Rojas | Raphael Rubino | Miquel Esplà | Mikel L. Forcada | Vassilis Papavassiliou | Prokopis Prokopidis | Nikola Ljubešić

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MNH-TT: A Platform to Support Collaborative Translator Training
Masao Utiyama | Kyo Kageura | Martin Thomas | Anthony Hartley

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Smart Computer Aided Translation Environment - SCATE
Vincent Vandeghinste | Tom Vanallemeersch | Frank Van Eynde | Geert Heyman | Sien Moens | Joris Pelemans | Patrick Wambacq | Iulianna Van der Lek - Ciudin | Arda Tezcan | Lieve Macken | Véronique Hoste | Eva Geurts | Mieke Haesen


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bib (full) Proceedings of the 2nd Workshop on Asian Translation (WAT2015)

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Proceedings of the 2nd Workshop on Asian Translation (WAT2015)
Toshiaki Nakazawa | Hideya Mino | Isao Goto | Graham Neubig | Sadao Kurohashi | Eiichiro Sumita

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Overview of the 2nd Workshop on Asian Translation
Toshiaki Nakazawa | Hideya Mino | Isao Goto | Graham Neubig | Sadao Kurohashi | Eiichiro Sumita

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System Combination of RBMT plus SPE and Preordering plus SMT
Terumasa Ehara

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Neural Reranking Improves Subjective Quality of Machine Translation: NAIST at WAT2015
Graham Neubig | Makoto Morishita | Satoshi Nakamura

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NICT at WAT 2015
Chenchen Ding | Masao Utiyama | Eiichiro Sumita

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Toshiba MT System Description for the WAT2015 Workshop
Satoshi Sonoh | Satoshi Kinoshita

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KyotoEBMT System Description for the 2nd Workshop on Asian Translation
John Richardson | Raj Dabre | Chenhui Chu | Fabien Cromières | Toshiaki Nakazawa | Sadao Kurohashi

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Evaluating Neural Machine Translation in English-Japanese Task
Zhongyuan Zhu

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NAVER Machine Translation System for WAT 2015
Hyoung-Gyu Lee | JaeSong Lee | Jun-Seok Kim | Chang-Ki Lee

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An Awkward Disparity between BLEU / RIBES Scores and Human Judgements in Machine Translation
Liling Tan | Jon Dehdari | Josef van Genabith

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A Dependency-to-String Model for Chinese-Japanese SMT System
Hua Shan | Yujie Zhang | Lu Bai | Te Luo

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Sampling-based Alignment and Hierarchical Sub-sentential Alignment in Chinese–Japanese Translation of Patents
Wei Yang | Zhongwen Zhao | Baosong Yang | Yves Lepage

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Chinese-to-Japanese Patent Machine Translation based on Syntactic Pre-ordering forWAT 2015
Katsuhito Sudoh | Masaaki Nagata

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Source Phrase Segmentation and Translation for Japanese-English Translation Using Dependency Structure
Junki Matsuo | Kenichi Ohwada | Mamoru Komachi


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Proceedings of SLPAT 2015: 6th Workshop on Speech and Language Processing for Assistive Technologies

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Proceedings of SLPAT 2015: 6th Workshop on Speech and Language Processing for Assistive Technologies
Jan Alexandersson | Ercan Altinsoy | Heidi Christensen | Peter Ljunglöf | François Portet | Frank Rudzicz

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Talking Heads, Signing Avatars and Social Robots
Jonas Beskow

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Bridging the gap between sign language machine translation and sign language animation using sequence classification
Sarah Ebling | Matt Huenerfauth

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Synthesizing the finger alphabet of Swiss German Sign Language and evaluating the comprehensibility of the resulting animations
Sarah Ebling | Rosalee Wolfe | Jerry Schnepp | Souad Baowidan | John McDonald | Robyn Moncrief | Sandra Sidler-Miserez | Katja Tissi

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Contour-based Hand Pose Recognition for Sign Language Recognition
Mika Hatano | Shinji Sako | Tadashi Kitamura

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Synthesizing and Evaluating Animations of American Sign Language Verbs Modeled from Motion-Capture Data
Matt Huenerfauth | Pengfei Lu | Hernisa Kacorri

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Evaluating a Dynamic Time Warping Based Scoring Algorithm for Facial Expressions in ASL Animations
Hernisa Kacorri | Matt Huenerfauth

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Qualitative investigation of the display of speech recognition results for communication with deaf people
Agnès Piquard-Kipffer | Odile Mella | Jérémy Miranda | Denis Jouvet | Luiza Orosanu

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Predicting disordered speech comprehensibility from Goodness of Pronunciation scores
Lionel Fontan | Thomas Pellegrini | Julia Olcoz | Alberto Abad

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Recognizing Dysarthric Speech due to Amyotrophic Lateral Sclerosis with Across-Speaker Articulatory Normalization
Seongjun Hahm | Daragh Heitzman | Jun Wang

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Vowel Enhancement in Early Stage Spanish Esophageal Speech Using Natural Glottal Flow Pulse and Vocal Tract Frequency Warping
Rizwan Ishaq | Dhanananjaya Gowda | Paavo Alku | Begonya Garcia Zapirain

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Automatic dysfluency detection in dysarthric speech using deep belief networks
Stacey Oue | Ricard Marxer | Frank Rudzicz

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Model adaptation and adaptive training for the recognition of dysarthric speech
Siddharth Sehgal | Stuart Cunningham

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Pronunciation Adaptation For Disordered Speech Recognition Using State-Specific Vectors of Phone-Cluster Adaptive Training
R Sriranjani | S. Umesh | M. Ramasubba Reddy

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Determining an Optimal Set of Flesh Points on Tongue, Lips, and Jaw for Continuous Silent Speech Recognition
Jun Wang | Seongjun Hahm | Ted Mau

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Analysis of Dysarthric Speech using Distinctive Feature Recognition
Ka Ho Wong | Yu Ting Yeung | Patrick C. M. Wong | Gina-Anne Levow | Helen Meng

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Generating acceptable Arabic Core Vocabularies and Symbols for AAC users
E.A. Draffan | Mike Wald | Nawar Halabi | Ouadie Sabia | Wajdi Zaghouani | Amatullah Kadous | Amal Idris | Nadine Zeinoun | David Banes | Dana Lawand

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Remote Speech Technology for Speech Professionals - the CloudCAST initiative
Phil Green | Ricard Marxer | Stuart Cunningham | Heidi Christensen | Frank Rudzicz | Maria Yancheva | André Coy | Massimuliano Malavasi | Lorenzo Desideri

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Speech and language technologies for the automatic monitoring and training of cognitive functions
Anna Pompili | Cristiana Amorim | Alberto Abad | Isabel Trancoso

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Extending a Dutch Text-to-Pictograph Converter to English and Spanish
Leen Sevens | Vincent Vandeghinste | Ineke Schuurman | Frank Van Eynde

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Individuality-Preserving Spectrum Modification for Articulation Disorders Using Phone Selective Synthesis
Reina Ueda | Ryo Aihara | Tetsuya Takiguchi | Yasuo Ariki

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Recognition of Distress Calls in Distant Speech Setting: a Preliminary Experiment in a Smart Home
Michel Vacher | Benjamin Lecouteux | Frédéric Aman | Solange Rossato | François Portet

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A Comparison of Manual and Automatic Voice Repair for Individual with Vocal Disabilities
Christophe Veaux | Junichi Yamagishi | Simon King

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Using linguistic features longitudinally to predict clinical scores for Alzheimer’s disease and related dementias
Maria Yancheva | Kathleen Fraser | Frank Rudzicz

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From European Portuguese to Portuguese Sign Language
Inês Almeida | Luísa Coheur | Sara Candeias



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The 5th Workshop on Balto-Slavic Natural Language Processing

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The 5th Workshop on Balto-Slavic Natural Language Processing
Jakub Piskorski | Lidia Pivovarova | Jan Šnajder | Hristo Tanev | Roman Yangarber

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Universal Dependencies for Croatian (that work for Serbian, too)
Željko Agić | Nikola Ljubešić

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Analytic Morphology – Merging the Paradigmatic and Syntagmatic Perspective in a Treebank
Vladimír Petkevič | Alexandr Rosen | Hana Skoumalová | Přemysl Vítovec

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Resolving Entity Coreference in Croatian with a Constrained Mention-Pair Model
Goran Glavaš | Jan Šnajder

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Evaluation of Coreference Resolution Tools for Polish from the Information Extraction Perspective
Adam Kaczmarek | Michał Marcińczuk

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Open Relation Extraction for Polish: Preliminary Experiments
Jakub Piskorski

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Regional Linguistic Data Initiative (ReLDI)
Tanja Samardžić | Nikola Ljubešić | Maja Miličević

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Online Extraction of Russian Multiword Expressions
Mikhail Kopotev | Llorenç Escoter | Daria Kormacheva | Matthew Pierce | Lidia Pivovarova | Roman Yangarber

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E-law Module Supporting Lawyers in the Process of Knowledge Discovery from Legal Documents
Marek Kozłowski | Maciej Kowalski | Maciej Kazula

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Experiments on Active Learning for Croatian Word Sense Disambiguation
Domagoj Alagić | Jan Šnajder

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Automatic Classification of WordNet Morphosemantic Relations
Svetlozara Leseva | Ivelina Stoyanova | Maria Todorova | Tsvetana Dimitrova | Borislav Rizov | Svetla Koeva

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Applying Multi-Dimensional Analysis to a Russian Webcorpus: Searching for Evidence of Genres
Anisya Katinskaya | Serge Sharoff

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Distinctive Similarity of Clausal Coordinate Ellipsis in Russian Compared to Dutch, Estonian, German, and Hungarian
Karin Harbusch | Denis Krusko

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Universalizing BulTreeBank: a Linguistic Tale about Glocalization
Petya Osenova | Kiril Simov

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Types of Aspect Terms in Aspect-Oriented Sentiment Labeling
Natalia Loukachevitch | Evgeniy Kotelnikov | Pavel Blinov

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Authorship Attribution and Author Profiling of Lithuanian Literary Texts
Jurgita Kapočiūtė-Dzikienė | Andrius Utka | Ligita Šarkutė

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Classification of Short Legal Lithuanian Texts
Vytautas Mickevičius | Tomas Krilavičius | Vaidas Morkevičius


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Proceedings of the Joint Workshop on Language Technology for Closely Related Languages, Varieties and Dialects

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Proceedings of the Joint Workshop on Language Technology for Closely Related Languages, Varieties and Dialects
Preslav Nakov | Marcos Zampieri | Petya Osenova | Liling Tan | Cristina Vertan | Nikola Ljubešić | Jörg Tiedemann

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Overview of the DSL Shared Task 2015
Marcos Zampieri | Liling Tan | Nikola Ljubešić | Jörg Tiedemann | Preslav Nakov

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Handling and Mining Linguistic Variation in UGC
Leon Derczynski

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Distributed Representations of Words and Documents for Discriminating Similar Languages
Marc Franco-Salvador | Paolo Rosso | Francisco Rangel

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Joint Bayesian Morphology Learning for Dravidian Languages
Arun Kumar | Lluís Padró | Antoni Oliver

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Use of Transformation-Based Learning in Annotation Pipeline of Igbo, an African Language
Ikechukwu Onyenwe | Mark Hepple | Chinedu Uchechukwu | Ignatius Ezeani

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WikiTrans: Swedish-Danish Machine Translation in a Constraint Grammar Framework
Eckhard Bick

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Language Identification using Classifier Ensembles
Shervin Malmasi | Mark Dras

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Discriminating Similar Languages with Token-Based Backoff
Tommi Jauhiainen | Heidi Jauhiainen | Krister Lindén

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NLEL UPV Autoritas Participation at Discrimination between Similar Languages (DSL) 2015 Shared Task
Raül Fabra-Boluda | Francisco Rangel | Paolo Rosso

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Discriminating between Similar Languages Using PPM
Victoria Bobicev

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Comparing Approaches to the Identification of Similar Languages
Marcos Zampieri | Binyam Gebrekidan Gebre | Hernani Costa | Josef van Genabith

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A Two-level Classifier for Discriminating Similar Languages
Judit Ács | László Grad-Gyenge | Thiago Bruno Rodrigues de Rezende Oliveira

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Experiments in Discriminating Similar Languages
Cyril Goutte | Serge Léger

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Building Monolingual Word Alignment Corpus for the Greater China Region
Fan Xu | Xiongfei Xu | Mingwen Wang | Maoxi Li



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bib (full) Proceedings of the 10th Brazilian Symposium in Information and Human Language Technology

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Proceedings of the 10th Brazilian Symposium in Information and Human Language Technology
Claudia Freitas | Alexandre Rademaker

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JCLext: A Java Tool for Compiling Finite-State Transducers from Full-Form Lexicons
Leonel F. de Alencar | Philipp B. Costa | Mardonio J. C. França | Alexander Ewart | Katiuscia M. Andrade | Rossana M. C. Andrade

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7x1-PT: um Corpus extraído do Twitter para Análise de Sentimentos em Língua Portuguesa (7x1-PT: a Corpus extracted from Twitter for Sentiment Analysis in Portuguese Language)
Silvia M. W. Moraes | Isabel H. Manssour | Milene S. Silveira

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Comparative Analysis between Notations to Classify Named Entities using Conditional Random Fields
Daniela Oliveira F. do Amaral | Maiki Buffet | Renata Vieira

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Do Extrator de Conhecimento Coletivo à Ágora Virtual: desenvolvendo uma ferramenta para democracia participativa (From Collective Knowledge Extractor to Virtual Agora: Developing a tool for Participatory Democracy)
Tiago Novaes Angelo | Cesar José Bonjuani Pagan | Romis Ribeiro Faissol Attux | Ricardo Ribeiro Gudwin

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Um novo corpo e os seus desafios (A new corpus and the challenges it offers)
Diana Santos

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Análise Automática de Coerência Textual em Resumos Científicos: Avaliando Quebras de Linearidade (Automatic Analysis of Textual Coherence in Scientific Abstracts: Evaluating Linearity Breaks)
Leandro Lago da Silva | Valéria Delisandra Feltrim

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Anotação de corpus com a OpenWordNet-PT: um exercício de desambiguação (Sense annotation with OpenWordNet-PT: an exercise of word sense disambiguation)
Cláudia Freitas | Livy Real | Alexandre Rademaker

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Integrating support verb constructions into a parser
Amanda Rassi | Jorge Baptista | Nuno Mamede | Oto Vale

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Extração de Alvos em Comentários de Notícias em Português baseada na Teoria da Centralização (Target Extraction in News Reviews in Portuguese based on Centering Theory)
Frank Willian Cardoso de Oliveira | Valéria Delisandra Feltrim

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Portal Min@s: Uma Ferramenta Geral de Apoio ao Processamento de Córpus de Propósito Geral (Portal Min@s: A General Purpose Support Tool for Corpora Processing)
Arnaldo Candido Junior | Thiago Lima Vieira | Marcel Serikawa | Matheus Antonio Ribeiro Silva | Régis Zangirolami | Sandra Maria Aluísio

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PrepNet.Br: a Semantic Network for Prepositions
Débora D. Garcia | Bento Carlos Dias da Silva

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Joint semantic discourse models for automatic multi-document summarization
Paula C. Figueira Cardoso | Thiago A. S. Pardo

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Building and Applying Profiles Through Term Extraction
Lucelene Lopes | Renata Vieira

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An Annotated Corpus for Sentiment Analysis in Political News
Gabriel Domingos de Arruda | Norton Trevisan Roman | Ana Maria Monteiro

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Campos Aleatórios Condicionais Aplicados à Detecção de Estrutura Retórica em Resumos de Textos Acadêmicos em Português (Conditional Random Fields Applied to Rhetorical Structure Detection in Academic Abstracts in Portuguese)
Alexandre C. Andreani | Valéria D. Feltrim

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Anotando um Corpus de Notícias para a Análise de Sentimentos: um Relato de Experiência (Annotating a corpus of News for Sentiment Analysis: An Experience Report)
Mariza Miola Dosciatti | Lohann Paterno Coutinho Ferreira | Emerson Cabrera Paraiso

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Distributional Thesauri for Portuguese: methodology evaluation
Rodrigo Wilkens | Leonardo Zilio | Eduardo Ferreira | Gabriel Gonçalves | Aline Villavicencio

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On Strategies of Human Multi-Document Summarization
Renata Tironi de Camargo | Ariani Di Felippo | Thiago A. S. Pardo

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Enriching entity grids and graphs with discourse relations: the impact in local coherence evaluation
Márcio de S. Dias | Thiago A. S. Pardo

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VerbLexPor: um recurso léxico com anotação de papéis semânticos para o português (VerbLexPor: a lexical resource annotated with semantic roles for Portuguese)
Leonardo Zilio | Maria José Bocorny Finatto | Aline Villavicencio

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Novo dicionário de formas flexionadas do Unitex-PB: avaliação da flexão verbal (New Dictionary of Inflected forms of UNITEX-PB: Evaluation of Verbal Inflection)
Oto A. Vale | Jorge Baptista

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Desambiguação de Homógrafos-Heterófonos por Aprendizado de Máquina em Português Brasileiro (A Machine Learning Approach for Homographic Heterophone Disambiguation in Brazilian Portuguese)
Leonardo Hamada | Nelson Neto

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RePort - Um Sistema de Extração de Informações Aberta para Língua Portuguesa (Report - An Open Information Extraction System for Portuguese Language)
Victor Pereira | Vládia Pinheiro

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Semi-Automatic Construction of a Textual Entailment Dataset: Selecting Candidates with Vector Space Models
Erick R. Fonseca | Sandra Maria Aluísio

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N-Gramas de Caractere como Técnica de Normalização Morfológica para Língua Portuguesa: Um Estudo em Categorização de Textos (Character N-grams as a Morphological Normalization Technique for Portuguese Language: A Study in Text Categorization)
Guilherme T. Guimarães | Marcus V. Meirose | Sílvia M. W. Moraes


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Proceedings of the 1st Deep Machine Translation Workshop

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Proceedings of the 1st Deep Machine Translation Workshop
Jan Hajič | António Branco

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Modelling the Adjunct/Argument Distinction in Hierarchical Phrase-Based SMT
Sophie Arnoult | Khalil Sima’an

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Towards Deeper MT - A Hybrid System for German
Eleftherios Avramidis | Aljoscha Burchardt | Maja Popović | Hans Uszkoreit

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Splitting Compounds by Semantic Analogy
Joachim Daiber | Lautaro Quiroz | Roger Wechsler | Stella Frank

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Delimiting Morphosyntactic Search Space with Source-Side Reordering Models
Joachim Daiber | Khalil Sima’an

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Evaluating a Machine Translation System in a Technical Support Scenario
Rosa Del Gaudio | Aljoscha Burchardt | Arle Lommel

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Development of Telugu-Tamil Transfer-Based Machine Translation system: With Special reference to Divergence Index
Parameswari Krishnamurthy

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Deep-syntax TectoMT for English-Spanish MT
Gorka Labaka | Oneka Jauregi | Arantza Díaz de Ilarraza | Michael Ustaszewski | Nora Aranberri | Eneko Agirre

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First Steps in Using Word Senses as Contextual Features in Maxent Models for Machine Translation
Steven Neale | Luís Gomes | António Branco

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Lexical choice in Abstract Dependency Trees
Dieke Oele | Gertjan van Noord

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Large Scale Translation Quality Estimation
Miguel Angel Rios Gaona | Serge Sharoff

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Translation Model Interpolation for Domain Adaptation in TectoMT
Rudolf Rosa | Ondřej Dušek | Michal Novák | Martin Popel

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Factored models for Deep Machine Translation
Kiril Simov | Iliana Simova | Velislava Todorova | Petya Osenova

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Machine Translation for Multilingual Troubleshooting in the IT Domain: A Comparison of Different Strategies
Sanja Štajner | João Rodrigues | Luís Gomes | António Branco


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Proceedings of the 12th International Conference on Natural Language Processing

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Proceedings of the 12th International Conference on Natural Language Processing
Dipti Misra Sharma | Rajeev Sangal | Elizabeth Sherly

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Keynote Lecture 1: Scientific Paper Analysis
Yuji Matsumoto

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Addressing Class Imbalance in Grammatical Error Detection with Evaluation Metric Optimization
Anoop Kunchukuttan | Pushpak Bhattacharyya

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Words are not Equal: Graded Weighting Model for Building Composite Document Vectors
Pranjal Singh | Amitabha Mukerjee

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Online Adspace Posts’ Category Classification
Dhawal Joharapurkar | Vaishak Salin | Vishal Krishna

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Noun Phrase Chunking for Marathi using Distant Supervision
Sachin Pawar | Nitin Ramrakhiyani | Girish K. Palshikar | Pushpak Bhattacharyya | Swapnil Hingmire

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Self-Organizing Maps for Classification of a Multi-Labeled Corpus
Lars Bungum | Björn Gambäck

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Word Sense Disambiguation in Hindi Language Using Hyperspace Analogue to Language and Fuzzy C-Means Clustering
Devendra K. Tayal | Leena Ahuja | Shreya Chhabra

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Using Word Embeddings for Bilingual Unsupervised WSD
Sudha Bhingardive | Dhirendra Singh | Rudramurthy V | Pushpak Bhattacharyya

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Compositionality in Bangla Compound Verbs and their Processing in the Mental Lexicon
Tirthankar Dasgupta | Manjira Sinha | Anupam Basu

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IndoWordNet Dictionary: An Online Multilingual Dictionary using IndoWordNet
Hanumant Redkar | Sandhya Singh | Nilesh Joshi | Anupam Ghosh | Pushpak Bhattacharyya

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Let Sense Bags Do Talking: Cross Lingual Word Semantic Similarity for English and Hindi
Apurva Nagvenkar | Jyoti Pawar | Pushpak Bhattacharyya

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A temporal expression recognition system for medical documents by
Naman Gupta | Aditya Joshi | Pushpak Bhattacharyya

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An unsupervised EM method to infer time variation in sense probabilities
Martin Emms | Arun Jayapal

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Solving Data Sparsity by Morphology Injection in Factored SMT
Sreelekha S | Piyush Dungarwal | Pushpak Bhattacharyya | Malathi D

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Authorship Attribution in Bengali Language
Shanta Phani | Shibamouli Lahiri | Arindam Biswas

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TransChat: Cross-Lingual Instant Messaging for Indian Languages
Diptesh Kanojia | Shehzaad Dhuliawala | Abhijit Mishra | Naman Gupta | Pushpak Bhattacharyya

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A Database of Infant Cry Sounds to Study the Likely Cause of Cry
Shivam Sharma | Shubham Asthana | V. K. Mittal

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Perplexed Bayes Classifier
Cohan Sujay Carlos

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An Empirical Study of Diversity of Word Alignment and its Symmetrization Techniques for System Combination
Thoudam Doren Singh

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Domain Sentiment Matters: A Two Stage Sentiment Analyzer
Raksha Sharma | Pushpak Bhattacharyya

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Extracting Information from Indian First Names
Akshay Gulati

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punct-An Alternative Verb Semantic Ontology Representation
Kavitha Rajan

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SMT Errors Requiring Grammatical Knowledge for Prevention
Yukiko Sasaki Alam

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Isolated Word Recognition System for Malayalam using Machine Learning
Maya Moneykumar | Elizabeth Sherly | Win Sam Varghese

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Judge a Book by its Cover: Conservative Focused Crawling under Resource Constraints
Shehzaad Dhuliawala | Arjun Atreya V | Ravi Kumar Yadav | Pushpak Bhattacharyya

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Text Normalization and Unit Selection for a Memory Based Non Uniform Unit Selection TTS in Malayalam
Gokul P. | Neethu Thomas | Crisil Thomas | Deepa P. Gopinath

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Morphological Analyzer for Gujarati using Paradigm based approach with Knowledge based and Statistical Methods
Jatayu Baxi | Pooja Patel | Brijesh Bhatt

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Resolution of Pronominal Anaphora for Telugu Dialogues
Hemanth Reddy Jonnalagadda | Radhika Mamidi

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A Study on Divergence in Malayalam and Tamil Language in Machine Translation Perceptive
Jisha P Jayan | Elizabeth Sherly

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Automatic conversion of Indian Language Morphological Processors into Grammatical Framework (GF)
Harsha Vardhan Grandhi | Soma Paul

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Logistic Regression for Automatic Lexical Level Morphological Paradigm Selection for Konkani Nouns
Shilpa Desai | Jyoti Pawar | Pushpak Bhattacharyya

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Ruchi: Rating Individual Food Items in Restaurant Reviews
Burusothman Ahiladas | Paraneetharan Saravanaperumal | Sanjith Balachandran | Thamayanthy Sripalan | Surangika Ranathunga

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Dependency Extraction for Knowledge-based Domain Classification
Lokesh Kumar Sharma | Namita Mittal

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An Approach to Collective Entity Linking
Ashish Kulkarni | Kanika Agarwal | Pararth Shah | Sunny Raj Rathod | Ganesh Ramakrishnan

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Development of Speech corpora for different Speech Recognition tasks in Malayalam language
Cini Kurian

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POS Tagging of Hindi-English Code Mixed Text from Social Media: Some Machine Learning Experiments
Royal Sequiera | Monojit Choudhury | Kalika Bali

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Automated Analysis of Bangla Poetry for Classification and Poet Identification
Geetanjali Rakshit | Anupam Ghosh | Pushpak Bhattacharyya | Gholamreza Haffari

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Sentence Boundary Detection for Social Media Text
Dwijen Rudrapal | Anupam Jamatia | Kunal Chakma | Amitava Das | Björn Gambäck

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Mood Classification of Hindi Songs based on Lyrics
Braja Gopal Patra | Dipankar Das | Sivaji Bandyopadhyay

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Using Skipgrams, Bigrams, and Part of Speech Features for Sentiment Classification of Twitter Messages
Badr Mohammed Badr | S. Sameen Fatima

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A Hybrid Approach for Bracketing Noun Sequence
Arpita Batra | Soma Paul

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Simultaneous Feature Selection and Parameter Optimization Using Multi-objective Optimization for Sentiment Analysis
Mohammed Arif Khan | Asif Ekbal | Eneldo Loza Mencía

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Detection of Multiword Expressions for Hindi Language using Word Embeddings and WordNet-based Features
Dhirendra Singh | Sudha Bhingardive | Kevin Patel | Pushpak Bhattacharyya

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Augmenting Pivot based SMT with word segmentation
Rohit More | Anoop Kunchukuttan | Pushpak Bhattacharyya | Raj Dabre

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Using Multilingual Topic Models for Improved Alignment in English-Hindi MT
Diptesh Kanojia | Aditya Joshi | Pushpak Bhattacharyya | Mark James Carman

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Triangulation of Reordering Tables: An Advancement Over Phrase Table Triangulation in Pivot-Based SMT
Deepak Patil | Harshad Chavan | Pushpak Bhattacharyya

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Post-editing a chapter of a specialized textbook into 7 languages: importance of terminological proximity with English for productivity
Ritesh Shah | Christian Boitet | Pushpak Bhattacharyya | Mithun Padmakumar | Leonardo Zilio | Ruslan Kalitvianski | Mohammad Nasiruddin | Mutsuko Tomokiyo | Sandra Castellanos Páez

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Generating Translation Corpora in Indic Languages:Cultivating Bilingual Texts for Cross Lingual Fertilization
Niladri Sekhar Dash | Arulmozi Selvraj | Mazhar Hussain

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Translation Quality and Effort: Options versus Post-editing
Donald Sturgeon | John S. Y. Lee

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Investigating the potential of post-ordering SMT output to improve translation quality
Pratik Mehta | Anoop Kunchukuttan | Pushpak Bhattacharyya

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Applying Sanskrit Concepts for Reordering in MT
Akshar Bharati | Sukhada | Prajna Jha | Soma Paul | Dipti M Sharma

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Dialogue Act Recognition for Text-based Sinhala
Sudheera Palihakkara | Dammina Sahabandu | Ahsan Shamsudeen | Chamika Bandara | Surangika Ranathunga

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A Semi Supervised Dialog Act Tagging for Telugu
Suman Dowlagar | Radhika Mamidi

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Ranking Model with a Reduced Feature Set for an Automated Question Generation System
Manisha Satish Divate | Ambuja Salgaonkar

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Natural Language Processing for Solving Simple Word Problems
Sowmya S Sundaram | Deepak Khemani

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