Int'l Joint Conf. on Natural Language Processing (and workshops) (2015)


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Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)

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Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
Chengqing Zong | Michael Strube

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On Using Very Large Target Vocabulary for Neural Machine Translation
Sébastien Jean | Kyunghyun Cho | Roland Memisevic | Yoshua Bengio

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Addressing the Rare Word Problem in Neural Machine Translation
Thang Luong | Ilya Sutskever | Quoc Le | Oriol Vinyals | Wojciech Zaremba

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Encoding Source Language with Convolutional Neural Network for Machine Translation
Fandong Meng | Zhengdong Lu | Mingxuan Wang | Hang Li | Wenbin Jiang | Qun Liu

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Statistical Machine Translation Features with Multitask Tensor Networks
Hendra Setiawan | Zhongqiang Huang | Jacob Devlin | Thomas Lamar | Rabih Zbib | Richard Schwartz | John Makhoul

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Describing Images using Inferred Visual Dependency Representations
Desmond Elliott | Arjen de Vries

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Text to 3D Scene Generation with Rich Lexical Grounding
Angel Chang | Will Monroe | Manolis Savva | Christopher Potts | Christopher D. Manning

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MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity
Wenpeng Yin | Hinrich Schütze

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Weakly Supervised Models of Aspect-Sentiment for Online Course Discussion Forums
Arti Ramesh | Shachi H. Kumar | James Foulds | Lise Getoor

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Semantically Smooth Knowledge Graph Embedding
Shu Guo | Quan Wang | Bin Wang | Lihong Wang | Li Guo

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SensEmbed: Learning Sense Embeddings for Word and Relational Similarity
Ignacio Iacobacci | Mohammad Taher Pilehvar | Roberto Navigli

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Revisiting Word Embedding for Contrasting Meaning
Zhigang Chen | Wei Lin | Qian Chen | Xiaoping Chen | Si Wei | Hui Jiang | Xiaodan Zhu

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Joint Models of Disagreement and Stance in Online Debate
Dhanya Sridhar | James Foulds | Bert Huang | Lise Getoor | Marilyn Walker

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Low-Rank Regularization for Sparse Conjunctive Feature Spaces: An Application to Named Entity Classification
Audi Primadhanty | Xavier Carreras | Ariadna Quattoni

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Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations
Fei Sun | Jiafeng Guo | Yanyan Lan | Jun Xu | Xueqi Cheng

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Learning Dynamic Feature Selection for Fast Sequential Prediction
Emma Strubell | Luke Vilnis | Kate Silverstein | Andrew McCallum

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Compositional Vector Space Models for Knowledge Base Completion
Arvind Neelakantan | Benjamin Roth | Andrew McCallum

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Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks
Yubo Chen | Liheng Xu | Kang Liu | Daojian Zeng | Jun Zhao

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Stacked Ensembles of Information Extractors for Knowledge-Base Population
Vidhoon Viswanathan | Nazneen Fatema Rajani | Yinon Bentor | Raymond Mooney

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Generative Event Schema Induction with Entity Disambiguation
Kiem-Hieu Nguyen | Xavier Tannier | Olivier Ferret | Romaric Besançon

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Syntax-based Simultaneous Translation through Prediction of Unseen Syntactic Constituents
Yusuke Oda | Graham Neubig | Sakriani Sakti | Tomoki Toda | Satoshi Nakamura

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Efficient Top-Down BTG Parsing for Machine Translation Preordering
Tetsuji Nakagawa

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Online Multitask Learning for Machine Translation Quality Estimation
José G. C. de Souza | Matteo Negri | Elisa Ricci | Marco Turchi

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A Context-Aware Topic Model for Statistical Machine Translation
Jinsong Su | Deyi Xiong | Yang Liu | Xianpei Han | Hongyu Lin | Junfeng Yao | Min Zhang

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Learning Answer-Entailing Structures for Machine Comprehension
Mrinmaya Sachan | Kumar Dubey | Eric Xing | Matthew Richardson

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Learning Continuous Word Embedding with Metadata for Question Retrieval in Community Question Answering
Guangyou Zhou | Tingting He | Jun Zhao | Po Hu

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Question Answering over Freebase with Multi-Column Convolutional Neural Networks
Li Dong | Furu Wei | Ming Zhou | Ke Xu

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Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning
Angeliki Lazaridou | Georgiana Dinu | Marco Baroni

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A Generalisation of Lexical Functions for Composition in Distributional Semantics
Antoine Bride | Tim Van de Cruys | Nicholas Asher

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Simple Learning and Compositional Application of Perceptually Grounded Word Meanings for Incremental Reference Resolution
Casey Kennington | David Schlangen

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Neural CRF Parsing
Greg Durrett | Dan Klein

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An Effective Neural Network Model for Graph-based Dependency Parsing
Wenzhe Pei | Tao Ge | Baobao Chang

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Structured Training for Neural Network Transition-Based Parsing
David Weiss | Chris Alberti | Michael Collins | Slav Petrov

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Transition-Based Dependency Parsing with Stack Long Short-Term Memory
Chris Dyer | Miguel Ballesteros | Wang Ling | Austin Matthews | Noah A. Smith

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Leveraging Linguistic Structure For Open Domain Information Extraction
Gabor Angeli | Melvin Jose Johnson Premkumar | Christopher D. Manning

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Joint Information Extraction and Reasoning: A Scalable Statistical Relational Learning Approach
William Yang Wang | William W. Cohen

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A Knowledge-Intensive Model for Prepositional Phrase Attachment
Ndapandula Nakashole | Tom M. Mitchell

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A Convolution Kernel Approach to Identifying Comparisons in Text
Maksim Tkachenko | Hady Lauw

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It Depends: Dependency Parser Comparison Using A Web-based Evaluation Tool
Jinho D. Choi | Joel Tetreault | Amanda Stent

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Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling
Alan Akbik | Laura Chiticariu | Marina Danilevsky | Yunyao Li | Shivakumar Vaithyanathan | Huaiyu Zhu

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Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies
Mariana S. C. Almeida | Cláudia Pinto | Helena Figueira | Pedro Mendes | André F. T. Martins

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Learning to Adapt Credible Knowledge in Cross-lingual Sentiment Analysis
Qiang Chen | Wenjie Li | Yu Lei | Xule Liu | Yanxiang He

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Learning Bilingual Sentiment Word Embeddings for Cross-language Sentiment Classification
HuiWei Zhou | Long Chen | Fulin Shi | Degen Huang

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Content Models for Survey Generation: A Factoid-Based Evaluation
Rahul Jha | Catherine Finegan-Dollak | Ben King | Reed Coke | Dragomir Radev

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Training a Natural Language Generator From Unaligned Data
Ondřej Dušek | Filip Jurčíček

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Event-Driven Headline Generation
Rui Sun | Yue Zhang | Meishan Zhang | Donghong Ji

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New Transfer Learning Techniques for Disparate Label Sets
Young-Bum Kim | Karl Stratos | Ruhi Sarikaya | Minwoo Jeong

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Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding
Yun-Nung Chen | William Yang Wang | Anatole Gershman | Alexander Rudnicky

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Efficient Disfluency Detection with Transition-based Parsing
Shuangzhi Wu | Dongdong Zhang | Ming Zhou | Tiejun Zhao

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S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking
Yi Yang | Ming-Wei Chang

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Entity Retrieval via Entity Factoid Hierarchy
Chunliang Lu | Wai Lam | Yi Liao

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Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment
Muyu Zhang | Bing Qin | Mao Zheng | Graeme Hirst | Ting Liu

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A Strategic Reasoning Model for Generating Alternative Answers
Jon Stevens | Anton Benz | Sebastian Reuße | Ralf Klabunde

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Modeling Argument Strength in Student Essays
Isaac Persing | Vincent Ng

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Summarization of Multi-Document Topic Hierarchies using Submodular Mixtures
Ramakrishna Bairi | Rishabh Iyer | Ganesh Ramakrishnan | Jeff Bilmes

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Learning to Explain Entity Relationships in Knowledge Graphs
Nikos Voskarides | Edgar Meij | Manos Tsagkias | Maarten de Rijke | Wouter Weerkamp

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Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles
Tao Ge | Wenzhe Pei | Heng Ji | Sujian Li | Baobao Chang | Zhifang Sui

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Context-aware Entity Morph Decoding
Boliang Zhang | Hongzhao Huang | Xiaoman Pan | Sujian Li | Chin-Yew Lin | Heng Ji | Kevin Knight | Zhen Wen | Yizhou Sun | Jiawei Han | Bulent Yener

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Multi-Objective Optimization for the Joint Disambiguation of Nouns and Named Entities
Dirk Weissenborn | Leonhard Hennig | Feiyu Xu | Hans Uszkoreit

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Building a Scientific Concept Hierarchy Database (SCHBase)
Eytan Adar | Srayan Datta

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Sentiment-Aspect Extraction based on Restricted Boltzmann Machines
Linlin Wang | Kang Liu | Zhu Cao | Jun Zhao | Gerard de Melo

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Classifying Relations by Ranking with Convolutional Neural Networks
Cícero dos Santos | Bing Xiang | Bowen Zhou

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Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction
Thien Huu Nguyen | Barbara Plank | Ralph Grishman

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Omnia Mutantur, Nihil Interit: Connecting Past with Present by Finding Corresponding Terms across Time
Yating Zhang | Adam Jatowt | Sourav Bhowmick | Katsumi Tanaka

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Negation and Speculation Identification in Chinese Language
Bowei Zou | Qiaoming Zhu | Guodong Zhou

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Learning Relational Features with Backward Random Walks
Ni Lao | Einat Minkov | William Cohen

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Learning the Semantics of Manipulation Action
Yezhou Yang | Yiannis Aloimonos | Cornelia Fermüller | Eren Erdal Aksoy

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Knowledge Graph Embedding via Dynamic Mapping Matrix
Guoliang Ji | Shizhu He | Liheng Xu | Kang Liu | Jun Zhao

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How Far are We from Fully Automatic High Quality Grammatical Error Correction?
Christopher Bryant | Hwee Tou Ng

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Knowledge Portability with Semantic Expansion of Ontology Labels
Mihael Arcan | Marco Turchi | Paul Buitelaar

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Automatic disambiguation of English puns
Tristan Miller | Iryna Gurevych

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Unsupervised Cross-Domain Word Representation Learning
Danushka Bollegala | Takanori Maehara | Ken-ichi Kawarabayashi

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A Unified Multilingual Semantic Representation of Concepts
José Camacho-Collados | Mohammad Taher Pilehvar | Roberto Navigli

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Demographic Factors Improve Classification Performance
Dirk Hovy

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Vector-space calculation of semantic surprisal for predicting word pronunciation duration
Asad Sayeed | Stefan Fischer | Vera Demberg

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Efficient Methods for Inferring Large Sparse Topic Hierarchies
Doug Downey | Chandra Bhagavatula | Yi Yang

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Trans-dimensional Random Fields for Language Modeling
Bin Wang | Zhijian Ou | Zhiqiang Tan

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Gaussian LDA for Topic Models with Word Embeddings
Rajarshi Das | Manzil Zaheer | Chris Dyer

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Pairwise Neural Machine Translation Evaluation
Francisco Guzmán | Shafiq Joty | Lluís Màrquez | Preslav Nakov

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String-to-Tree Multi Bottom-up Tree Transducers
Nina Seemann | Fabienne Braune | Andreas Maletti

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Non-linear Learning for Statistical Machine Translation
Shujian Huang | Huadong Chen | Xin-Yu Dai | Jiajun Chen

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Unifying Bayesian Inference and Vector Space Models for Improved Decipherment
Qing Dou | Ashish Vaswani | Kevin Knight | Chris Dyer

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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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Detecting Deceptive Groups Using Conversations and Network Analysis
Dian Yu | Yulia Tyshchuk | Heng Ji | William Wallace

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WikiKreator: Improving Wikipedia Stubs Automatically
Siddhartha Banerjee | Prasenjit Mitra

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Language to Code: Learning Semantic Parsers for If-This-Then-That Recipes
Chris Quirk | Raymond Mooney | Michel Galley

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Deep Questions without Deep Understanding
Igor Labutov | Sumit Basu | Lucy Vanderwende

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The NL2KR Platform for building Natural Language Translation Systems
Nguyen Vo | Arindam Mitra | Chitta Baral

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Multiple Many-to-Many Sequence Alignment for Combining String-Valued Variables: A G2P Experiment
Steffen Eger

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Tweet Normalization with Syllables
Ke Xu | Yunqing Xia | Chin-Hui Lee

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Improving Named Entity Recognition in Tweets via Detecting Non-Standard Words
Chen Li | Yang Liu

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A Unified Kernel Approach for Learning Typed Sentence Rewritings
Martin Gleize | Brigitte Grau

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Perceptually Grounded Selectional Preferences
Ekaterina Shutova | Niket Tandon | Gerard de Melo

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Joint Case Argument Identification for Japanese Predicate Argument Structure Analysis
Hiroki Ouchi | Hiroyuki Shindo | Kevin Duh | Yuji Matsumoto

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Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model
Nghia The Pham | Germán Kruszewski | Angeliki Lazaridou | Marco Baroni

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Robust Subgraph Generation Improves Abstract Meaning Representation Parsing
Keenon Werling | Gabor Angeli | Christopher D. Manning

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Environment-Driven Lexicon Induction for High-Level Instructions
Dipendra Kumar Misra | Kejia Tao | Percy Liang | Ashutosh Saxena

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Structural Representations for Learning Relations between Pairs of Texts
Simone Filice | Giovanni Da San Martino | Alessandro Moschitti

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Learning Semantic Representations of Users and Products for Document Level Sentiment Classification
Duyu Tang | Bing Qin | Ting Liu

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Towards Debugging Sentiment Lexicons
Andrew Schneider | Eduard Dragut

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Sparse, Contextually Informed Models for Irony Detection: Exploiting User Communities, Entities and Sentiment
Byron C. Wallace | Do Kook Choe | Eugene Charniak

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Sentence-level Emotion Classification with Label and Context Dependence
Shoushan Li | Lei Huang | Rong Wang | Guodong Zhou

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Co-training for Semi-supervised Sentiment Classification Based on Dual-view Bags-of-words Representation
Rui Xia | Cheng Wang | Xin-Yu Dai | Tao Li

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Improving social relationships in face-to-face human-agent interactions: when the agent wants to know user’s likes and dislikes
Caroline Langlet | Chloé Clavel

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Learning Word Representations from Scarce and Noisy Data with Embedding Subspaces
Ramon Astudillo | Silvio Amir | Wang Ling | Mário Silva | Isabel Trancoso

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Automatic Spontaneous Speech Grading: A Novel Feature Derivation Technique using the Crowd
Vinay Shashidhar | Nishant Pandey | Varun Aggarwal

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Driving ROVER with Segment-based ASR Quality Estimation
Shahab Jalalvand | Matteo Negri | Daniele Falavigna | Marco Turchi

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A Hierarchical Neural Autoencoder for Paragraphs and Documents
Jiwei Li | Thang Luong | Dan Jurafsky

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Joint Dependency Parsing and Multiword Expression Tokenization
Alexis Nasr | Carlos Ramisch | José Deulofeu | André Valli

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End-to-end learning of semantic role labeling using recurrent neural networks
Jie Zhou | Wei Xu

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Feature Optimization for Constituent Parsing via Neural Networks
Zhiguo Wang | Haitao Mi | Nianwen Xue

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Identifying Cascading Errors using Constraints in Dependency Parsing
Dominick Ng | James R. Curran

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A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network
Chenxi Zhu | Xipeng Qiu | Xinchi Chen | Xuanjing Huang

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Transition-based Neural Constituent Parsing
Taro Watanabe | Eiichiro Sumita

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Feature Selection in Kernel Space: A Case Study on Dependency Parsing
Xian Qian | Yang Liu

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Semantic Role Labeling Improves Incremental Parsing
Ioannis Konstas | Frank Keller

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Discontinuous Incremental Shift-reduce Parsing
Wolfgang Maier

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A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing
Hao Zhou | Yue Zhang | Shujian Huang | Jiajun Chen

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Parsing Paraphrases with Joint Inference
Do Kook Choe | David McClosky

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Cross-lingual Dependency Parsing Based on Distributed Representations
Jiang Guo | Wanxiang Che | David Yarowsky | Haifeng Wang | Ting Liu

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Can Natural Language Processing Become Natural Language Coaching?
Marti A. Hearst

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Machine Comprehension with Discourse Relations
Karthik Narasimhan | Regina Barzilay

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Implicit Role Linking on Chinese Discourse: Exploiting Explicit Roles and Frame-to-Frame Relations
Ru Li | Juan Wu | Zhiqiang Wang | Qinghua Chai

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Discourse-sensitive Automatic Identification of Generic Expressions
Annemarie Friedrich | Manfred Pinkal

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Model-based Word Embeddings from Decompositions of Count Matrices
Karl Stratos | Michael Collins | Daniel Hsu

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Entity Hierarchy Embedding
Zhiting Hu | Poyao Huang | Yuntian Deng | Yingkai Gao | Eric Xing

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Orthogonality of Syntax and Semantics within Distributional Spaces
Jeff Mitchell | Mark Steedman

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Scalable Semantic Parsing with Partial Ontologies
Eunsol Choi | Tom Kwiatkowski | Luke Zettlemoyer

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Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base
Wen-tau Yih | Ming-Wei Chang | Xiaodong He | Jianfeng Gao

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Building a Semantic Parser Overnight
Yushi Wang | Jonathan Berant | Percy Liang

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Predicting Polarities of Tweets by Composing Word Embeddings with Long Short-Term Memory
Xin Wang | Yuanchao Liu | Chengjie Sun | Baoxun Wang | Xiaolong Wang

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Topic Modeling based Sentiment Analysis on Social Media for Stock Market Prediction
Thien Hai Nguyen | Kiyoaki Shirai

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Learning Tag Embeddings and Tag-specific Composition Functions in Recursive Neural Network
Qiao Qian | Bo Tian | Minlie Huang | Yang Liu | Xuan Zhu | Xiaoyan Zhu

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A convex and feature-rich discriminative approach to dependency grammar induction
Édouard Grave | Noémie Elhadad

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Parse Imputation for Dependency Annotations
Jason Mielens | Liang Sun | Jason Baldridge

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Probing the Linguistic Strengths and Limitations of Unsupervised Grammar Induction
Yonatan Bisk | Julia Hockenmaier

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Entity-Centric Coreference Resolution with Model Stacking
Kevin Clark | Christopher D. Manning

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Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution
Sam Wiseman | Alexander M. Rush | Stuart Shieber | Jason Weston

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Transferring Coreference Resolvers with Posterior Regularization
André F. T. Martins

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Tea Party in the House: A Hierarchical Ideal Point Topic Model and Its Application to Republican Legislators in the 112th Congress
Viet-An Nguyen | Jordan Boyd-Graber | Philip Resnik | Kristina Miler

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KB-LDA: Jointly Learning a Knowledge Base of Hierarchy, Relations, and Facts
Dana Movshovitz-Attias | William W. Cohen

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A Computationally Efficient Algorithm for Learning Topical Collocation Models
Zhendong Zhao | Lan Du | Benjamin Börschinger | John K Pate | Massimiliano Ciaramita | Mark Steedman | Mark Johnson

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Compositional Semantic Parsing on Semi-Structured Tables
Panupong Pasupat | Percy Liang

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Graph parsing with s-graph grammars
Jonas Groschwitz | Alexander Koller | Christoph Teichmann

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Sparse Overcomplete Word Vector Representations
Manaal Faruqui | Yulia Tsvetkov | Dani Yogatama | Chris Dyer | Noah A. Smith

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Learning Semantic Word Embeddings based on Ordinal Knowledge Constraints
Quan Liu | Hui Jiang | Si Wei | Zhen-Hua Ling | Yu Hu

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Adding Semantics to Data-Driven Paraphrasing
Ellie Pavlick | Johan Bos | Malvina Nissim | Charley Beller | Benjamin Van Durme | Chris Callison-Burch

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Parsing as Reduction
Daniel Fernández-González | André F. T. Martins

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Optimal Shift-Reduce Constituent Parsing with Structured Perceptron
Le Quang Thang | Hiroshi Noji | Yusuke Miyao

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A Data-Driven, Factorization Parser for CCG Dependency Structures
Yantao Du | Weiwei Sun | Xiaojun Wan

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Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
Kai Sheng Tai | Richard Socher | Christopher D. Manning

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genCNN: A Convolutional Architecture for Word Sequence Prediction
Mingxuan Wang | Zhengdong Lu | Hang Li | Wenbin Jiang | Qun Liu

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Neural Responding Machine for Short-Text Conversation
Lifeng Shang | Zhengdong Lu | Hang Li

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Abstractive Multi-Document Summarization via Phrase Selection and Merging
Lidong Bing | Piji Li | Yi Liao | Wai Lam | Weiwei Guo | Rebecca Passonneau

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Joint Graphical Models for Date Selection in Timeline Summarization
Giang Tran | Eelco Herder | Katja Markert

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Predicting Salient Updates for Disaster Summarization
Chris Kedzie | Kathleen McKeown | Fernando Diaz

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Unsupervised Prediction of Acceptability Judgements
Jey Han Lau | Alexander Clark | Shalom Lappin

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A Frame of Mind: Using Statistical Models for Detection of Framing and Agenda Setting Campaigns
Oren Tsur | Dan Calacci | David Lazer

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Why discourse affects speakers’ choice of referring expressions
Naho Orita | Eliana Vornov | Naomi Feldman | Hal Daumé III

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Linguistic Harbingers of Betrayal: A Case Study on an Online Strategy Game
Vlad Niculae | Srijan Kumar | Jordan Boyd-Graber | Cristian Danescu-Niculescu-Mizil

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Who caught a cold ? - Identifying the subject of a symptom
Shin Kanouchi | Mamoru Komachi | Naoaki Okazaki | Eiji Aramaki | Hiroshi Ishikawa

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Weakly Supervised Role Identification in Teamwork Interactions
Diyi Yang | Miaomiao Wen | Carolyn Rosé

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Deep Unordered Composition Rivals Syntactic Methods for Text Classification
Mohit Iyyer | Varun Manjunatha | Jordan Boyd-Graber | Hal Daumé III

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SOLAR: Scalable Online Learning Algorithms for Ranking
Jialei Wang | Ji Wan | Yongdong Zhang | Steven Hoi

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Text Categorization as a Graph Classification Problem
François Rousseau | Emmanouil Kiagias | Michalis Vazirgiannis

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Inverted indexing for cross-lingual NLP
Anders Søgaard | Željko Agić | Héctor Martínez Alonso | Barbara Plank | Bernd Bohnet | Anders Johannsen

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Multi-Task Learning for Multiple Language Translation
Daxiang Dong | Hua Wu | Wei He | Dianhai Yu | Haifeng Wang

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Accurate Linear-Time Chinese Word Segmentation via Embedding Matching
Jianqiang Ma | Erhard Hinrichs

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Gated Recursive Neural Network for Chinese Word Segmentation
Xinchi Chen | Xipeng Qiu | Chenxi Zhu | Xuanjing Huang

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An analysis of the user occupational class through Twitter content
Daniel Preoţiuc-Pietro | Vasileios Lampos | Nikolaos Aletras

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Tracking unbounded Topic Streams
Dominik Wurzer | Victor Lavrenko | Miles Osborne

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Inducing Word and Part-of-Speech with Pitman-Yor Hidden Semi-Markov Models
Kei Uchiumi | Hiroshi Tsukahara | Daichi Mochihashi

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Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study
Zhenghua Li | Jiayuan Chao | Min Zhang | Wenliang Chen

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AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes
Sascha Rothe | Hinrich Schütze

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Improving Evaluation of Machine Translation Quality Estimation
Yvette Graham


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Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)

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Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)
Chengqing Zong | Michael Strube

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A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets
José Camacho-Collados | Mohammad Taher Pilehvar | Roberto Navigli

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On metric embedding for boosting semantic similarity computations
Julien Subercaze | Christophe Gravier | Frederique Laforest

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Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering
Tao Chen | Ruifeng Xu | Yulan He | Xuan Wang

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A Multitask Objective to Inject Lexical Contrast into Distributional Semantics
Nghia The Pham | Angeliki Lazaridou | Marco Baroni

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Semi-Stacking for Semi-supervised Sentiment Classification
Shoushan Li | Lei Huang | Jingjing Wang | Guodong Zhou

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Deep Markov Neural Network for Sequential Data Classification
Min Yang

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Semantic Analysis and Helpfulness Prediction of Text for Online Product Reviews
Yinfei Yang | Yaowei Yan | Minghui Qiu | Forrest Bao

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Document Classification by Inversion of Distributed Language Representations
Matt Taddy

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Using Tweets to Help Sentence Compression for News Highlights Generation
Zhongyu Wei | Yang Liu | Chen Li | Wei Gao

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Domain-Specific Paraphrase Extraction
Ellie Pavlick | Juri Ganitkevitch | Tsz Ping Chan | Xuchen Yao | Benjamin Van Durme | Chris Callison-Burch

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Simplifying Lexical Simplification: Do We Need Simplified Corpora?
Goran Glavaš | Sanja Štajner

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Zoom: a corpus of natural language descriptions of map locations
Romina Altamirano | Thiago Ferreira | Ivandré Paraboni | Luciana Benotti

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Generating overspecified referring expressions: the role of discrimination
Ivandré Paraboni | Michelle Galindo | Douglas Iacovelli

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Using prosodic annotations to improve coreference resolution of spoken text
Ina Roesiger | Arndt Riester

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Spectral Semi-Supervised Discourse Relation Classification
Robert Fisher | Reid Simmons

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I do not disagree: leveraging monolingual alignment to detect disagreement in dialogue
Ajda Gokcen | Marie-Catherine de Marneffe

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Language Models for Image Captioning: The Quirks and What Works
Jacob Devlin | Hao Cheng | Hao Fang | Saurabh Gupta | Li Deng | Xiaodong He | Geoffrey Zweig | Margaret Mitchell

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A Distributed Representation Based Query Expansion Approach for Image Captioning
Semih Yagcioglu | Erkut Erdem | Aykut Erdem | Ruket Cakici

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Learning language through pictures
Grzegorz Chrupała | Ákos Kádár | Afra Alishahi

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Exploiting Image Generality for Lexical Entailment Detection
Douwe Kiela | Laura Rimell | Ivan Vulić | Stephen Clark

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Lexicon Stratification for Translating Out-of-Vocabulary Words
Yulia Tsvetkov | Chris Dyer

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Recurrent Neural Network based Rule Sequence Model for Statistical Machine Translation
Heng Yu | Xuan Zhu

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Discriminative Preordering Meets Kendall’s 𝜏 Maximization
Sho Hoshino | Yusuke Miyao | Katsuhito Sudoh | Katsuhiko Hayashi | Masaaki Nagata

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Evaluating Machine Translation Systems with Second Language Proficiency Tests
Takuya Matsuzaki | Akira Fujita | Naoya Todo | Noriko H. Arai

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Representation Based Translation Evaluation Metrics
Boxing Chen | Hongyu Guo

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Exploring the Planet of the APEs: a Comparative Study of State-of-the-art Methods for MT Automatic Post-Editing
Rajen Chatterjee | Marion Weller | Matteo Negri | Marco Turchi

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Efficient Learning for Undirected Topic Models
Jiatao Gu | Victor O.K. Li

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A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features
Jianfei Yu | Jing Jiang

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Dependency-based Convolutional Neural Networks for Sentence Embedding
Mingbo Ma | Liang Huang | Bowen Zhou | Bing Xiang

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Non-Linear Text Regression with a Deep Convolutional Neural Network
Zsolt Bitvai | Trevor Cohn

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A Unified Learning Framework of Skip-Grams and Global Vectors
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Pre-training of Hidden-Unit CRFs
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Distributional Neural Networks for Automatic Resolution of Crossword Puzzles
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Word Order Typology through Multilingual Word Alignment
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Measuring idiosyncratic interests in children with autism
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Frame-Semantic Role Labeling with Heterogeneous Annotations
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Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases
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Grounding Semantics in Olfactory Perception
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Word-based Japanese typed dependency parsing with grammatical function analysis
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KLcpos3 - a Language Similarity Measure for Delexicalized Parser Transfer
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CCG Supertagging with a Recurrent Neural Network
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An Efficient Dynamic Oracle for Unrestricted Non-Projective Parsing
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Synthetic Word Parsing Improves Chinese Word Segmentation
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If all you have is a bit of the Bible: Learning POS taggers for truly low-resource languages
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Improving distant supervision using inference learning
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A Lexicalized Tree Kernel for Open Information Extraction
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A Dependency-Based Neural Network for Relation Classification
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Embedding Methods for Fine Grained Entity Type Classification
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Sieve-Based Entity Linking for the Biomedical Domain
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Open IE as an Intermediate Structure for Semantic Tasks
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Recovering dropped pronouns from Chinese text messages
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The Users Who Say ‘Ni’: Audience Identification in Chinese-language Restaurant Reviews
Rob Voigt | Dan Jurafsky

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Chinese Zero Pronoun Resolution: A Joint Unsupervised Discourse-Aware Model Rivaling State-of-the-Art Resolvers
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Co-Simmate: Quick Retrieving All Pairwise Co-Simrank Scores
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Retrieval of Research-level Mathematical Information Needs: A Test Collection and Technical Terminology Experiment
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Learning to Mine Query Subtopics from Query Log
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Learning Topic Hierarchies for Wikipedia Categories
Linmei Hu | Xuzhong Wang | Mengdi Zhang | Juanzi Li | Xiaoli Li | Chao Shao | Jie Tang | Yongbin Liu

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Semantic Clustering and Convolutional Neural Network for Short Text Categorization
Peng Wang | Jiaming Xu | Bo Xu | Chenglin Liu | Heng Zhang | Fangyuan Wang | Hongwei Hao

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Document Level Time-anchoring for TimeLine Extraction
Egoitz Laparra | Itziar Aldabe | German Rigau

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Event Detection and Domain Adaptation with Convolutional Neural Networks
Thien Huu Nguyen | Ralph Grishman

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Seed-Based Event Trigger Labeling: How far can event descriptions get us?
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An Empirical Study of Chinese Name Matching and Applications
Nanyun Peng | Mo Yu | Mark Dredze

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Language Identification and Modeling in Specialized Hardware
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Cross-lingual Transfer of Named Entity Recognizers without Parallel Corpora
Ayah Zirikly | Masato Hagiwara

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Robust Multi-Relational Clustering via 1-Norm Symmetric Nonnegative Matrix Factorization
Kai Liu | Hua Wang

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Painless Labeling with Application to Text Mining
Sajib Dasgupta

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FrameNet+: Fast Paraphrastic Tripling of FrameNet
Ellie Pavlick | Travis Wolfe | Pushpendre Rastogi | Chris Callison-Burch | Mark Dredze | Benjamin Van Durme

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IWNLP: Inverse Wiktionary for Natural Language Processing
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TR9856: A Multi-word Term Relatedness Benchmark
Ran Levy | Liat Ein-Dor | Shay Hummel | Ruty Rinott | Noam Slonim

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PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification
Ellie Pavlick | Pushpendre Rastogi | Juri Ganitkevitch | Benjamin Van Durme | Chris Callison-Burch

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Automatic Discrimination between Cognates and Borrowings
Alina Maria Ciobanu | Liviu P. Dinu

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The Media Frames Corpus: Annotations of Frames Across Issues
Dallas Card | Amber E. Boydstun | Justin H. Gross | Philip Resnik | Noah A. Smith

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deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets
Michel Galley | Chris Brockett | Alessandro Sordoni | Yangfeng Ji | Michael Auli | Chris Quirk | Margaret Mitchell | Jianfeng Gao | Bill Dolan

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Tibetan Unknown Word Identification from News Corpora for Supporting Lexicon-based Tibetan Word Segmentation
Minghua Nuo | Huidan Liu | Congjun Long | Jian Wu

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Learning Lexical Embeddings with Syntactic and Lexicographic Knowledge
Tong Wang | Abdelrahman Mohamed | Graeme Hirst

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Non-distributional Word Vector Representations
Manaal Faruqui | Chris Dyer

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Early and Late Combinations of Criteria for Reranking Distributional Thesauri
Olivier Ferret

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Dependency length minimisation effects in short spans: a large-scale analysis of adjective placement in complex noun phrases
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Tagging Performance Correlates with Author Age
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User Based Aggregation for Biterm Topic Model
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The Fixed-Size Ordinally-Forgetting Encoding Method for Neural Network Language Models
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Unsupervised Decomposition of a Multi-Author Document Based on Naive-Bayesian Model
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Extended Topic Model for Word Dependency
Tong Wang | Vish Viswanath | Ping Chen

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Dependency Recurrent Neural Language Models for Sentence Completion
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Point Process Modelling of Rumour Dynamics in Social Media
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Learning Hidden Markov Models with Distributed State Representations for Domain Adaptation
Min Xiao | Yuhong Guo

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MT Quality Estimation for Computer-assisted Translation: Does it Really Help?
Marco Turchi | Matteo Negri | Marcello Federico

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Context-Dependent Translation Selection Using Convolutional Neural Network
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Learning Word Reorderings for Hierarchical Phrase-based Statistical Machine Translation
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UNRAVELA Decipherment Toolkit
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Multi-Pass Decoding With Complex Feature Guidance for Statistical Machine Translation
Benjamin Marie | Aurélien Max

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What’s in a Domain? Analyzing Genre and Topic Differences in Statistical Machine Translation
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Learning Cross-lingual Word Embeddings via Matrix Co-factorization
Tianze Shi | Zhiyuan Liu | Yang Liu | Maosong Sun

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Improving Pivot Translation by Remembering the Pivot
Akiva Miura | Graham Neubig | Sakriani Sakti | Tomoki Toda | Satoshi Nakamura

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BrailleSUM: A News Summarization System for the Blind and Visually Impaired People
Xiaojun Wan | Yue Hu

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Automatic Identification of Age-Appropriate Ratings of Song Lyrics
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Ground Truth for Grammatical Error Correction Metrics
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Radical Embedding: Delving Deeper to Chinese Radicals
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Automatic Detection of Sentence Fragments
Chak Yan Yeung | John Lee

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A Computational Approach to Automatic Prediction of Drunk-Texting
Aditya Joshi | Abhijit Mishra | Balamurali AR | Pushpak Bhattacharyya | Mark J. Carman

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Reducing infrequent-token perplexity via variational corpora
Yusheng Xie | Pranjal Daga | Yu Cheng | Kunpeng Zhang | Ankit Agrawal | Alok Choudhary

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A Hierarchical Knowledge Representation for Expert Finding on Social Media
Yanran Li | Wenjie Li | Sujian Li

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Tackling Sparsity, the Achilles Heel of Social Networks: Language Model Smoothing via Social Regularization
Rui Yan | Xiang Li | Mengwen Liu | Xiaohua Hu

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Twitter User Geolocation Using a Unified Text and Network Prediction Model
Afshin Rahimi | Trevor Cohn | Timothy Baldwin

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Automatic Keyword Extraction on Twitter
Luís Marujo | Wang Ling | Isabel Trancoso | Chris Dyer | Alan W. Black | Anatole Gershman | David Martins de Matos | João Neto | Jaime Carbonell

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Towards a Contextual Pragmatic Model to Detect Irony in Tweets
Jihen Karoui | Farah Benamara Zitoune | Véronique Moriceau | Nathalie Aussenac-Gilles | Lamia Hadrich Belguith

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Annotation and Classification of an Email Importance Corpus
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Lexical Comparison Between Wikipedia and Twitter Corpora by Using Word Embeddings
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The Discovery of Natural Typing Annotations: User-produced Potential Chinese Word Delimiters
Dakui Zhang | Yu Mao | Yang Liu | Hanshi Wang | Chuyuan Wei | Shiping Tang

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One Tense per Scene: Predicting Tense in Chinese Conversations
Tao Ge | Heng Ji | Baobao Chang | Zhifang Sui

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A Language-Independent Feature Schema for Inflectional Morphology
John Sylak-Glassman | Christo Kirov | David Yarowsky | Roger Que

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Rhetoric Map of an Answer to Compound Queries
Boris Galitsky | Dmitry Ilvovsky | Sergey O. Kuznetsov

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Thread-Level Information for Comment Classification in Community Question Answering
Alberto Barrón-Cedeño | Simone Filice | Giovanni Da San Martino | Shafiq Joty | Lluís Màrquez | Preslav Nakov | Alessandro Moschitti

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Learning Hybrid Representations to Retrieve Semantically Equivalent Questions
Cícero dos Santos | Luciano Barbosa | Dasha Bogdanova | Bianca Zadrozny

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Machine Comprehension with Syntax, Frames, and Semantics
Hai Wang | Mohit Bansal | Kevin Gimpel | David McAllester

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A Long Short-Term Memory Model for Answer Sentence Selection in Question Answering
Di Wang | Eric Nyberg

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Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering
Xiaoqiang Zhou | Baotian Hu | Qingcai Chen | Buzhou Tang | Xiaolong Wang

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Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction
Ivan Vulić | Marie-Francine Moens

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How Well Do Distributional Models Capture Different Types of Semantic Knowledge?
Dana Rubinstein | Effi Levi | Roy Schwartz | Ari Rappoport

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Low-Rank Tensors for Verbs in Compositional Distributional Semantics
Daniel Fried | Tamara Polajnar | Stephen Clark

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Constrained Semantic Forests for Improved Discriminative Semantic Parsing
Wei Lu

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Automatic Identification of Rhetorical Questions
Shohini Bhattasali | Jeremy Cytryn | Elana Feldman | Joonsuk Park

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Lifelong Learning for Sentiment Classification
Zhiyuan Chen | Nianzu Ma | Bing Liu

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Harnessing Context Incongruity for Sarcasm Detection
Aditya Joshi | Vinita Sharma | Pushpak Bhattacharyya

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Emotion Detection in Code-switching Texts via Bilingual and Sentimental Information
Zhongqing Wang | Sophia Lee | Shoushan Li | Guodong Zhou

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Model Adaptation for Personalized Opinion Analysis
Mohammad Al Boni | Keira Zhou | Hongning Wang | Matthew S. Gerber

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Linguistic Template Extraction for Recognizing Reader-Emotion and Emotional Resonance Writing Assistance
Yung-Chun Chang | Cen-Chieh Chen | Yu-Lun Hsieh | Chien Chin Chen | Wen-Lian Hsu

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Aspect-Level Cross-lingual Sentiment Classification with Constrained SMT
Patrik Lambert

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Predicting Valence-Arousal Ratings of Words Using a Weighted Graph Method
Liang-Chih Yu | Jin Wang | K. Robert Lai | Xue-jie Zhang

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Multi-domain Dialog State Tracking using Recurrent Neural Networks
Nikola Mrkšić | Diarmuid Ó Séaghdha | Blaise Thomson | Milica Gašić | Pei-Hao Su | David Vandyke | Tsung-Hsien Wen | Steve Young

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Dialogue Management based on Sentence Clustering
Wendong Ge | Bo Xu

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Compact Lexicon Selection with Spectral Methods
Young-Bum Kim | Karl Stratos | Xiaohu Liu | Ruhi Sarikaya

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The Impact of Listener Gaze on Predicting Reference Resolution
Nikolina Koleva | Martín Villalba | Maria Staudte | Alexander Koller

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A Simultaneous Recognition Framework for the Spoken Language Understanding Module of Intelligent Personal Assistant Software on Smart Phones
Changsu Lee | Youngjoong Ko | Jungyun Seo

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A Deeper Exploration of the Standard PB-SMT Approach to Text Simplification and its Evaluation
Sanja Štajner | Hannah Béchara | Horacio Saggion

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Learning Summary Prior Representation for Extractive Summarization
Ziqiang Cao | Furu Wei | Sujian Li | Wenjie Li | Ming Zhou | Houfeng Wang

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A Methodology for Evaluating Timeline Generation Algorithms based on Deep Semantic Units
Sandro Bauer | Simone Teufel

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Unsupervised extractive summarization via coverage maximization with syntactic and semantic concepts
Natalie Schluter | Anders Søgaard

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Low Resource Dependency Parsing: Cross-lingual Parameter Sharing in a Neural Network Parser
Long Duong | Trevor Cohn | Steven Bird | Paul Cook

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Semantic Structure Analysis of Noun Phrases using Abstract Meaning Representation
Yuichiro Sawai | Hiroyuki Shindo | Yuji Matsumoto

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Boosting Transition-based AMR Parsing with Refined Actions and Auxiliary Analyzers
Chuan Wang | Nianwen Xue | Sameer Pradhan

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Generative Incremental Dependency Parsing with Neural Networks
Jan Buys | Phil Blunsom

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Labeled Grammar Induction with Minimal Supervision
Yonatan Bisk | Christos Christodoulopoulos | Julia Hockenmaier

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On the Importance of Ezafe Construction in Persian Parsing
Alireza Nourian | Mohammad Sadegh Rasooli | Mohsen Imany | Heshaam Faili



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Proceedings of ACL-IJCNLP 2015 System Demonstrations

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Proceedings of ACL-IJCNLP 2015 System Demonstrations
Hsin-Hsi Chen | Katja Markert

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A System Demonstration of a Framework for Computer Assisted Pronunciation Training
Renlong Ai | Feiyu Xu

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IMI — A Multilingual Semantic Annotation Environment
Francis Bond | Luís Morgado da Costa | Tuấn Anh Lê

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In-tool Learning for Selective Manual Annotation in Large Corpora
Erik-Lân Do Dinh | Richard Eckart de Castilho | Iryna Gurevych

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KeLP: a Kernel-based Learning Platform for Natural Language Processing
Simone Filice | Giuseppe Castellucci | Danilo Croce | Roberto Basili

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Multi-modal Visualization and Search for Text and Prosody Annotations
Markus Gärtner | Katrin Schweitzer | Kerstin Eckart | Jonas Kuhn

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NEED4Tweet: A Twitterbot for Tweets Named Entity Extraction and Disambiguation
Mena Habib | Maurice van Keulen

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Visual Error Analysis for Entity Linking
Benjamin Heinzerling | Michael Strube

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A Web-based Collaborative Evaluation Tool for Automatically Learned Relation Extraction Patterns
Leonhard Hennig | Hong Li | Sebastian Krause | Feiyu Xu | Hans Uszkoreit

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A Dual-Layer Semantic Role Labeling System
Lun-Wei Ku | Shafqat Mumtaz Virk | Yann-Huei Lee

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A system for fine-grained aspect-based sentiment analysis of Chinese
Janna Lipenkova

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Plug Latent Structures and Play Coreference Resolution
Sebastian Martschat | Patrick Claus | Michael Strube

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SCHNÄPPER: A Web Toolkit for Exploratory Relation Extraction
Thilo Michael | Alan Akbik

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OMWEdit - The Integrated Open Multilingual Wordnet Editing System
Luís Morgado da Costa | Francis Bond

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SACRY: Syntax-based Automatic Crossword puzzle Resolution sYstem
Alessandro Moschitti | Massimo Nicosia | Gianni Barlacchi

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LEXenstein: A Framework for Lexical Simplification
Gustavo Paetzold | Lucia Specia

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Sharing annotations better: RESTful Open Annotation
Sampo Pyysalo | Jorge Campos | Juan Miguel Cejuela | Filip Ginter | Kai Hakala | Chen Li | Pontus Stenetorp | Lars Juhl Jensen

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A Data Sharing and Annotation Service Infrastructure
Stelios Piperidis | Dimitrios Galanis | Juli Bakagianni | Sokratis Sofianopoulos

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JoBimViz: A Web-based Visualization for Graph-based Distributional Semantic Models
Eugen Ruppert | Manuel Kaufmann | Martin Riedl | Chris Biemann

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End-to-end Argument Generation System in Debating
Misa Sato | Kohsuke Yanai | Toshinori Miyoshi | Toshihiko Yanase | Makoto Iwayama | Qinghua Sun | Yoshiki Niwa

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Multi-level Translation Quality Prediction with QuEst++
Lucia Specia | Gustavo Paetzold | Carolina Scarton

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WA-Continuum: Visualising Word Alignments across Multiple Parallel Sentences Simultaneously
David Steele | Lucia Specia

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A Domain-independent Rule-based Framework for Event Extraction
Marco A. Valenzuela-Escárcega | Gus Hahn-Powell | Mihai Surdeanu | Thomas Hicks

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Storybase: Towards Building a Knowledge Base for News Events
Zhaohui Wu | Chen Liang | C. Lee Giles

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WriteAhead: Mining Grammar Patterns in Corpora for Assisted Writing
Tzu-Hsi Yen | Jian-Cheng Wu | Jim Chang | Joanne Boisson | Jason Chang

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NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit
Jingbo Zhu | Muhua Zhu | Qiang Wang | Tong Xiao