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Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)

D14-1 [bib]: Entire volume

D14-1000: Front Matter

D14-1001 [bib]: Salim Roukos
Invited Talk: IBM Cognitive Computing - An NLP Renaissance!

D14-1002 [bib]: Jianfeng Gao; Patrick Pantel; Michael Gamon; Xiaodong He; Li Deng
Modeling Interestingness with Deep Neural Networks

D14-1003 [bib]: Martin Sundermeyer; Tamer Alkhouli; Joern Wuebker; Hermann Ney
Translation Modeling with Bidirectional Recurrent Neural Networks

D14-1004 [bib]: Tim Van de Cruys
A Neural Network Approach to Selectional Preference Acquisition

D14-1005 [bib]: Douwe Kiela; Léon Bottou
Learning Image Embeddings using Convolutional Neural Networks for Improved Multi-Modal Semantics

D14-1006 [bib]: Christian Stab; Iryna Gurevych
Identifying Argumentative Discourse Structures in Persuasive Essays

D14-1007 [bib]: Zhuoran Wang; Hongliang Chen; Guanchun Wang; Hao Tian; Hua Wu; Haifeng Wang
Policy Learning for Domain Selection in an Extensible Multi-domain Spoken Dialogue System

D14-1008 [bib]: Fang Kong; Hwee Tou Ng; Guodong Zhou
A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse Parsing

D14-1009 [bib]: Julian Hough; Matthew Purver
Strongly Incremental Repair Detection

D14-1010 [bib]: Fan Yang; Paul Vozila
Semi-Supervised Chinese Word Segmentation Using Partial-Label Learning With Conditional Random Fields

D14-1011 [bib] [attachment]: Nobuhiro Kaji; Masaru Kitsuregawa
Accurate Word Segmentation and POS Tagging for Japanese Microblogs: Corpus Annotation and Joint Modeling with Lexical Normalization

D14-1012 [bib]: Jiang Guo; Wanxiang Che; Haifeng Wang; Ting Liu
Revisiting Embedding Features for Simple Semi-supervised Learning

D14-1013 [bib]: Xuancong Wang; Khe Chai Sim; Hwee Tou Ng
Combining Punctuation and Disfluency Prediction: An Empirical Study

D14-1014 [bib]: Katrin Kirchhoff; Jeff Bilmes
Submodularity for Data Selection in Machine Translation

D14-1015 [bib]: Haiyang Wu; Daxiang Dong; Xiaoguang Hu; Dianhai Yu; Wei He; Hua Wu; Haifeng Wang; Ting Liu
Improve Statistical Machine Translation with Context-Sensitive Bilingual Semantic Embedding Model

D14-1016 [bib]: Zhongjun He; Hua Wu; Haifeng Wang; Ting Liu
Transformation from Discontinuous to Continuous Word Alignment Improves Translation Quality

D14-1017 [bib]: Hidetaka Kamigaito; Taro Watanabe; Hiroya Takamura; Manabu Okumura
Unsupervised Word Alignment Using Frequency Constraint in Posterior Regularized EM

D14-1018 [bib]: Sauleh Eetemadi; Kristina Toutanova
Asymmetric Features Of Human Generated Translation

D14-1019 [bib]: Hideya MINO; Taro WATANABE; Eiichiro SUMITA
Syntax-Augmented Machine Translation using Syntax-Label Clustering

D14-1020 [bib]: Yvette Graham; Timothy Baldwin
Testing for Significance of Increased Correlation with Human Judgment

D14-1021 [bib]: Yue Zhang; Kai Song; Linfeng Song; Jingbo Zhu; Qun Liu
Syntactic SMT Using a Discriminative Text Generation Model

D14-1022 [bib]: jingyi zhang; Masao Utiyama; Eiichiro Sumita; Hai Zhao
Learning Hierarchical Translation Spans

D14-1023 [bib]: Rui Wang; Hai Zhao; Bao-Liang Lu; Masao Utiyama; Eiichiro Sumita
Neural Network Based Bilingual Language Model Growing for Statistical Machine Translation

D14-1024 [bib]: Kostadin Cholakov; Valia Kordoni
Better Statistical Machine Translation through Linguistic Treatment of Phrasal Verbs

D14-1025 [bib]: Miloš Stanojević; Khalil Sima'an
Fitting Sentence Level Translation Evaluation with Many Dense Features

D14-1026 [bib]: Houda Bouamor; Hanan Alshikhabobakr; Behrang Mohit; Kemal Oflazer
A Human Judgement Corpus and a Metric for Arabic MT Evaluation

D14-1027 [bib]: Francisco Guzmán; Shafiq Joty; Lluís Màrquez; Alessandro Moschitti; Preslav Nakov; Massimo Nicosia
Learning to Differentiate Better from Worse Translations

D14-1028 [bib]: Maryam Siahbani; Anoop Sarkar
Two Improvements to Left-to-Right Decoding for Hierarchical Phrase-based Machine Translation

D14-1029 [bib]: Martin Cmejrek
Reordering Model for Forest-to-String Machine Translation

D14-1030 [bib]: Leila Wehbe; Ashish Vaswani; Kevin Knight; Tom Mitchell
Aligning context-based statistical models of language with brain activity during reading

D14-1031 [bib]: Aida Nematzadeh; Afsaneh Fazly; Suzanne Stevenson
A Cognitive Model of Semantic Network Learning

D14-1032 [bib]: Felix Hill; Anna Korhonen
Learning Abstract Concept Embeddings from Multi-Modal Data: Since You Probably Can't See What I Mean

D14-1033 [bib]: Longkai Zhang; Houfeng WANG
Go Climb a Dependency Tree and Correct the Grammatical Errors

D14-1034 [bib] [attachment]: Simon Baker; Roi Reichart; Anna Korhonen
An Unsupervised Model for Instance Level Subcategorization Acquisition

D14-1035 [bib]: Liang Sun; Jason Mielens; Jason Baldridge
Parsing low-resource languages using Gibbs sampling for PCFGs with latent annotations

D14-1036 [bib]: Ioannis Konstas; Frank Keller; Vera Demberg; Mirella Lapata
Incremental Semantic Role Labeling with Tree Adjoining Grammar

D14-1037 [bib]: Cagil Sonmez; Arzucan Ozgur
A Graph-based Approach for Contextual Text Normalization

D14-1038 [bib]: Mohamed Yahya; Steven Whang; Rahul Gupta; Alon Halevy
ReNoun: Fact Extraction for Nominal Attributes

D14-1039 [bib]: Benjamin Wing; Jason Baldridge
Hierarchical Discriminative Classification for Text-Based Geolocation

D14-1040 [bib] [attachment]: Ivan Vulić; Marie-Francine Moens
Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data

D14-1041 [bib]: Haitong Yang; Chengqing Zong
Multi-Predicate Semantic Role Labeling

D14-1042 [bib]: Luciano Del Corro; Rainer Gemulla; Gerhard Weikum
Werdy: Recognition and Disambiguation of Verbs and Verb Phrases with Syntactic and Semantic Pruning

D14-1043 [bib]: R. Koncel-Kedziorski; Hannaneh Hajishirzi; Ali Farhadi
Multi-Resolution Language Grounding with Weak Supervision

D14-1044 [bib]: Matt Gardner; Partha Talukdar; Jayant Krishnamurthy; Tom Mitchell
Incorporating Vector Space Similarity in Random Walk Inference over Knowledge Bases

D14-1045 [bib]: Michael Roth; Kristian Woodsend
Composition of Word Representations Improves Semantic Role Labelling

D14-1046 [bib]: Tommaso Caselli; Carlo Strapparava
Automatic Domain Assignment for Word Sense Alignment

D14-1047 [bib]: Muntsa Padró; Marco Idiart; Aline Villavicencio; Carlos Ramisch
Nothing like Good Old Frequency: Studying Context Filters for Distributional Thesauri

D14-1048 [bib]: Nima Pourdamghani; Yang Gao; Ulf Hermjakob; Kevin Knight
Aligning English Strings with Abstract Meaning Representation Graphs

D14-1049 [bib]: Xavier Lluís; Xavier Carreras; Lluís Màrquez
A Shortest-path Method for Arc-factored Semantic Role Labeling

D14-1050 [bib]: Iman Saleh; Alessandro Moschitti; Preslav Nakov; Lluís Màrquez; Shafiq Joty
Semantic Kernels for Semantic Parsing

D14-1051 [bib]: Mohamed Morchid; Mohamed Bouallegue; Richard Dufour; Georges Linares; Driss Matrouf; Renato de Mori
An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents

D14-1052 [bib]: Nikolaos Pappas; Andrei Popescu-Belis
Explaining the Stars: Weighted Multiple-Instance Learning for Aspect-Based Sentiment Analysis

D14-1053 [bib] [attachment]: Jiwei Li; Eduard Hovy
Sentiment Analysis on the People's Daily

D14-1054 [bib]: Duyu Tang; Furu Wei; Bing Qin; Li Dong; Ting Liu; Ming Zhou
A Joint Segmentation and Classification Framework for Sentiment Analysis

D14-1055 [bib]: yafeng ren; donghong ji; hongbin zhang
Positive Unlabeled Learning for Deceptive Reviews Detection

D14-1056 [bib]: Varada Kolhatkar; Graeme Hirst
Resolving Shell Nouns

D14-1057 [bib]: Will Roberts; Markus Egg
A Comparison of Selectional Preference Models for Automatic Verb Classification

D14-1058 [bib]: Mohammad Javad Hosseini; Hannaneh Hajishirzi; Oren Etzioni; Nate Kushman
Learning to Solve Arithmetic Word Problems with Verb Categorization

D14-1059 [bib]: Gabor Angeli; Christopher D. Manning
NaturalLI: Natural Logic Inference for Common Sense Reasoning

D14-1060 [bib]: Fandong Meng; Deyi Xiong; Wenbin Jiang; Qun Liu
Modeling Term Translation for Document-informed Machine Translation

D14-1061 [bib]: Qing Dou; Ashish Vaswani; Kevin Knight
Beyond Parallel Data: Joint Word Alignment and Decipherment Improves Machine Translation

D14-1062 [bib]: Cuong Hoang; Khalil Sima'an
Latent Domain Phrase-based Models for Adaptation

D14-1063 [bib]: Fabien Cromieres; Sadao Kurohashi
Translation Rules with Right-Hand Side Lattices

D14-1064 [bib]: Ferhan Ture; Elizabeth Boschee
Learning to Translate: A Query-Specific Combination Approach for Cross-Lingual Information Retrieval

D14-1065 [bib]: Salvatore Romeo; Andrea Tagarelli; Dino Ienco
Semantic-Based Multilingual Document Clustering via Tensor Modeling

D14-1066 [bib]: Martin Riedl; Michael Glass; Alfio Gliozzo
Lexical Substitution for the Medical Domain

D14-1067 [bib]: Antoine Bordes; Sumit Chopra; Jason Weston
Question Answering with Subgraph Embeddings

D14-1068 [bib]: Derek Barnes; Mahesh Joshi; Hassan Sawaf
Correcting Keyboard Layout Errors and Homoglyphs in Queries

D14-1069 [bib]: Ralf Brown
Non-linear Mapping for Improved Identification of 1300+ Languages

D14-1070 [bib]: Mohit Iyyer; Jordan Boyd-Graber; Leonardo Claudino; Richard Socher; Hal Daumé III
A Neural Network for Factoid Question Answering over Paragraphs

D14-1071 [bib]: Min-Chul Yang; Nan Duan; Ming Zhou; Hae-Chang Rim
Joint Relational Embeddings for Knowledge-based Question Answering

D14-1072 [bib] [attachment]: Thanapon Noraset; Chandra Bhagavatula; Doug Downey
Adding High-Precision Links to Wikipedia

D14-1073 [bib]: Jennifer Williams; Sharon Tam; Wade Shen
Finding Good Enough: A Task-Based Evaluation of Query Biased Summarization for Cross-Language Information Retrieval

D14-1074 [bib]: Xingxing Zhang; Mirella Lapata
Chinese Poetry Generation with Recurrent Neural Networks

D14-1075 [bib]: Cody Rioux; Sadid A. Hasan; Yllias Chali
Fear the REAPER: A System for Automatic Multi-Document Summarization with Reinforcement Learning

D14-1076 [bib]: Chen Li; Yang Liu; Fei Liu; Lin Zhao; Fuliang Weng
Improving Multi-documents Summarization by Sentence Compression based on Expanded Constituent Parse Trees

D14-1077 [bib]: Muhammed Yavuz Nuzumlalı; Arzucan Özgür
Analyzing Stemming Approaches for Turkish Multi-Document Summarization

D14-1078 [bib]: Thorsten Joachims
Invited Talk: Learning from Rational Behavior

D14-1079 [bib]: Dmitrijs Milajevs; Dimitri Kartsaklis; Mehrnoosh Sadrzadeh; Matthew Purver
Evaluating Neural Word Representations in Tensor-Based Compositional Settings

D14-1080 [bib]: Ozan Irsoy; Claire Cardie
Opinion Mining with Deep Recurrent Neural Networks

D14-1081 [bib]: Phong Le; Willem Zuidema
The Inside-Outside Recursive Neural Network model for Dependency Parsing

D14-1082 [bib]: Danqi Chen; Christopher Manning
A Fast and Accurate Dependency Parser using Neural Networks

D14-1083 [bib]: Kazi Saidul Hasan; Vincent Ng
Why are You Taking this Stance? Identifying and Classifying Reasons in Ideological Debates

D14-1084 [bib]: Chen Chen; Vincent Ng
Chinese Zero Pronoun Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers

D14-1085 [bib] [attachment]: Jackie Chi Kit Cheung; Gerald Penn
Unsupervised Sentence Enhancement for Automatic Summarization

D14-1086 [bib]: Sahar Kazemzadeh; Vicente Ordonez; Mark Matten; Tamara Berg
ReferItGame: Referring to Objects in Photographs of Natural Scenes

D14-1087 [bib]: Lei Shi; Shuming Shi; Chin-Yew Lin; Yi-Dong Shen; Yong Rui
Unsupervised Template Mining for Semantic Category Understanding

D14-1088 [bib]: Tuan Luu Anh; Jung-jae Kim; See Kiong Ng
Taxonomy Construction Using Syntactic Contextual Evidence

D14-1089 [bib]: Glen Pink; Joel Nothman; James R. Curran
Analysing recall loss in named entity slot filling

D14-1090 [bib]: Deepak Venugopal; Chen Chen; Vibhav Gogate; Vincent Ng
Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features

D14-1091 [bib]: John K Pate; Mark Johnson
Syllable weight encodes mostly the same information for English word segmentation as dictionary stress

D14-1092 [bib]: Miaohong Chen; Baobao Chang; Wenzhe Pei
A Joint Model for Unsupervised Chinese Word Segmentation

D14-1093 [bib]: Yijia Liu; Yue Zhang; Wanxiang Che; Ting Liu; Fan Wu
Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations

D14-1094 [bib]: Changki Lee; Edward Choi; Hyunki Kim
Balanced Korean Word Spacing with Structural SVM

D14-1095 [bib]: Karthik Narasimhan; Damianos Karakos; Richard Schwartz; Stavros Tsakalidis; Regina Barzilay
Morphological Segmentation for Keyword Spotting

D14-1096 [revisions: v2] [bib]: Long Duong; Trevor Cohn; Karin Verspoor; Steven Bird; Paul Cook
What Can We Get From 1000 Tokens? A Case Study of Multilingual POS Tagging For Resource-Poor Languages

D14-1097 [bib]: Diego Marcheggiani; Thierry Artières
An Experimental Comparison of Active Learning Strategies for Partially Labeled Sequences

D14-1098 [bib]: Ying LI; Pascale Fung
Language Modeling with Functional Head Constraint for Code Switching Speech Recognition

D14-1099 [bib]: Carlos Gómez-Rodríguez; Francesco Sartorio; Giorgio Satta
A Polynomial-Time Dynamic Oracle for Non-Projective Dependency Parsing

D14-1100 [bib]: Yu-Ming Hsieh; Jason S. Chang; Keh-Jiann Chen
Ambiguity Resolution for Vt-N Structures in Chinese

D14-1101 [bib]: Yuta Tsuboi
Neural Networks Leverage Corpus-wide Information for Part-of-speech Tagging

D14-1102 [bib]: Raymond Hendy Susanto; Peter Phandi; Hwee Tou Ng
System Combination for Grammatical Error Correction

D14-1103 [bib]: Thomas Mueller; Richárd Farkas; Alex Judea; Helmut Schmid; hinrich schuetze
Dependency parsing with latent refinements of part-of-speech tags

D14-1104 [bib]: Barbara Plank; Anders Johannsen; Anders Søgaard
Importance weighting and unsupervised domain adaptation of POS taggers: a negative result

D14-1105 [bib]: Yogarshi Vyas; Spandana Gella; Jatin Sharma; Kalika Bali; Monojit Choudhury
POS Tagging of English-Hindi Code-Mixed Social Media Content

D14-1106 [bib]: Eric Morley; Anna Eva Hallin; Brian Roark
Data Driven Grammatical Error Detection in Transcripts of Children's Speech

D14-1107 [bib]: Mike Lewis; Mark Steedman
A* CCG Parsing with a Supertag-factored Model

D14-1108 [bib]: Lingpeng Kong; Nathan Schneider; Swabha Swayamdipta; Archna Bhatia; Chris Dyer; Noah A. Smith
A Dependency Parser for Tweets

D14-1109 [bib] [attachment]: Yuan Zhang; Tao Lei; Regina Barzilay; Tommi Jaakkola
Greed is Good if Randomized: New Inference for Dependency Parsing

D14-1110 [bib]: Xinxiong Chen; Zhiyuan Liu; Maosong Sun
A Unified Model for Word Sense Representation and Disambiguation

D14-1111 [bib]: Tamara Polajnar; Luana Fagarasan; Stephen Clark
Reducing Dimensions of Tensors in Type-Driven Distributional Semantics

D14-1112 [bib]: Alina Maria Ciobanu; Liviu P. Dinu
An Etymological Approach to Cross-Language Orthographic Similarity. Application on Romanian

D14-1113 [bib]: Arvind Neelakantan; Jeevan Shankar; Alexandre Passos; Andrew McCallum
Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space

D14-1114 [bib]: Shi Zhao; Yan Zhang
Tailor knowledge graph for query understanding: linking intent topics by propagation

D14-1115 [bib]: Marius Pasca
Queries as a Source of Lexicalized Commonsense Knowledge

D14-1116 [bib] [attachment]: Shizhu He; Kang Liu; Yuanzhe Zhang; Liheng Xu; Jun Zhao
Question Answering over Linked Data Using First-order Logic

D14-1117 [bib]: Mandar Joshi; Uma Sawant; Soumen Chakrabarti
Knowledge Graph and Corpus Driven Segmentation and Answer Inference for Telegraphic Entity-seeking Queries

D14-1118 [bib]: Quan Wang; Jing Liu; Bin Wang; Li Guo
A Regularized Competition Model for Question Difficulty Estimation in Community Question Answering Services

D14-1119 [bib]: Isaac Persing; Vincent Ng
Vote Prediction on Comments in Social Polls

D14-1120 [bib]: Jianfeng Si; Arjun Mukherjee; Bing Liu; Sinno Jialin Pan; Qing Li; Huayi Li
Exploiting Social Relations and Sentiment for Stock Prediction

D14-1121 [bib] [attachment]: Maarten Sap; Gregory Park; Johannes Eichstaedt; Margaret Kern; David Stillwell; Michal Kosinski; Lyle Ungar; Hansen Andrew Schwartz
Developing Age and Gender Predictive Lexica over Social Media

D14-1122 [bib] [attachment]: William Yang Wang; Lingpeng Kong; Kathryn Mazaitis; William W Cohen
Dependency Parsing for Weibo: An Efficient Probabilistic Logic Programming Approach

D14-1123 [bib]: Gaoyan Ou; Wei Chen; Tengjiao Wang; Zhongyu Wei; Binyang LI; Dongqing Yang; Kam-Fai Wong
Exploiting Community Emotion for Microblog Event Detection

D14-1124 [bib]: Kelsey Allen; Giuseppe Carenini; Raymond Ng
Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical Structure

D14-1125 [bib]: Yoonjung Choi; Janyce Wiebe
+/-EffectWordNet: Sense-level Lexicon Acquisition for Opinion Inference

D14-1126 [bib]: Hao Wang; Martin Ester
A Sentiment-aligned Topic Model for Product Aspect Rating Prediction

D14-1127 [bib]: Ashequl Qadir; Ellen Riloff
Learning Emotion Indicators from Tweets: Hashtags, Hashtag Patterns, and Phrases

D14-1128 [bib] [attachment]: Sebastian Ebert; Hinrich Schütze
Fine-Grained Contextual Predictions for Hard Sentiment Words

D14-1129 [bib]: Le Liu; Yu Hong; Jun Lu; Jun Lang; Heng Ji; Jianmin Yao
An Iterative Link-based Method for Parallel Web Page Mining

D14-1130 [bib]: Spence Green; Sida I. Wang; Jason Chuang; Jeffrey Heer; Sebastian Schuster; Christopher D. Manning
Human Effort and Machine Learnability in Computer Aided Translation

D14-1131 [bib]: Wilker Aziz; Marc Dymetman; Lucia Specia
Exact Decoding for Phrase-Based Statistical Machine Translation

D14-1132 [bib]: Michael Auli; Michel Galley; Jianfeng Gao
Large-scale Expected BLEU Training of Phrase-based Reordering Models

D14-1133 [bib]: Benjamin Marie; Aurélien Max
Confidence-based Rewriting of Machine Translation Output

D14-1134 [bib] [attachment]: Yoav Artzi; Dipanjan Das; Slav Petrov
Learning Compact Lexicons for CCG Semantic Parsing

D14-1135 [bib]: Adrienne Wang; Tom Kwiatkowski; Luke Zettlemoyer
Morpho-syntactic Lexical Generalization for CCG Semantic Parsing

D14-1136 [bib]: Reut Tsarfaty; Ilia Pogrebezky; Guy Weiss; Yaarit Natan; Smadar Szekely; David Harel
Semantic Parsing Using Content and Context: A Case Study from Requirements Elicitation

D14-1137 [bib]: Wei Lu
Semantic Parsing with Relaxed Hybrid Trees

D14-1138 [bib]: David Mimno; Moontae Lee
Low-dimensional Embeddings for Interpretable Anchor-based Topic Inference

D14-1139 [bib] [attachment]: Kevin Gimpel; Mohit Bansal
Weakly-Supervised Learning with Cost-Augmented Contrastive Estimation

D14-1140 [bib]: Alvin Grissom II; He He; Jordan Boyd-Graber; John Morgan; Hal Daumé III
Don’t Until the Final Verb Wait: Reinforcement Learning for Simultaneous Machine Translation

D14-1141 [bib]: James Scicluna; Colin de la Higuera
PCFG Induction for Unsupervised Parsing and Language Modelling

D14-1142 [bib]: Radu Tudor Ionescu; Marius Popescu; Aoife Cahill
Can characters reveal your native language? A language-independent approach to native language identification

D14-1143 [bib] [attachment]: Yo Ehara; Yusuke Miyao; Hidekazu Oiwa; Issei Sato; Hiroshi Nakagawa
Formalizing Word Sampling for Vocabulary Prediction as Graph-based Active Learning

D14-1144 [bib]: Shervin Malmasi; Mark Dras
Language Transfer Hypotheses with Linear SVM Weights

D14-1145 [bib]: A. Seza Dogruoz; Preslav Nakov
Predicting Dialect Variation in Immigrant Contexts Using Light Verb Constructions

D14-1146 [bib]: A-Yeong Kim; Hyun-Je Song; Seong-Bae Park; Sang-Jo Lee
Device-Dependent Readability for Improved Text Understanding

D14-1147 [bib]: Longkai Zhang; li li; Houfeng WANG; Xu Sun
Predicting Chinese Abbreviations with Minimum Semantic Unit and Global Constraints

D14-1148 [bib]: Xiao Ding; Yue Zhang; Ting Liu; Junwen Duan
Using Structured Events to Predict Stock Price Movement: An Empirical Investigation

D14-1149 [bib]: Aaron Gerow
Extracting Clusters of Specialist Terms from Unstructured Text

D14-1150 [bib]: Cornelia Caragea; Florin Adrian Bulgarov; Andreea Godea; Sujatha Das Gollapalli
Citation-Enhanced Keyphrase Extraction from Research Papers: A Supervised Approach

D14-1151 [bib] [attachment]: Heike Adel; Hinrich Schütze
Using Mined Coreference Chains as a Resource for a Semantic Task

D14-1152 [bib]: Ming-Feng Tsai; Chuan-Ju Wang
Financial Keyword Expansion via Continuous Word Vector Representations

D14-1153 [bib] [attachment]: Imene Bensalem; Paolo Rosso; Salim Chikhi
Intrinsic Plagiarism Detection using N-gram Classes

D14-1154 [bib]: Kareem Darwish; Hassan Sajjad; Hamdy Mubarak
Verifiably Effective Arabic Dialect Identification

D14-1155 [bib]: Ritwik Banerjee; Song Feng; Jun Seok Kang; Yejin Choi
Keystroke Patterns as Prosody in Digital Writings: A Case Study with Deceptive Reviews and Essays

D14-1156 [bib]: Kuan-Yu Chen; Shih-Hung Liu; Berlin Chen; Ea-Ee Jan; Hsin-Min Wang; Wen-Lian Hsu; Hsin-Hsi Chen
Leveraging Effective Query Modeling Techniques for Speech Recognition and Summarization

D14-1157 [bib]: Vinodkumar Prabhakaran; Ashima Arora; Owen Rambow
Staying on Topic: An Indicator of Power in Political Debates

D14-1158 [bib] [attachment]: Ankur P. Parikh; Avneesh Saluja; Chris Dyer; Eric Xing
Language Modeling with Power Low Rank Ensembles

D14-1159 [revisions: v2] [bib] [attachment]: Jonathan Berant; Vivek Srikumar; Pei-Chun Chen; Abby Vander Linden; Brittany Harding; Brad Huang; Peter Clark; Christopher D. Manning
Modeling Biological Processes for Reading Comprehension

D14-1160 [bib]: Serra Sinem Tekiroglu; Gözde Özbal; Carlo Strapparava
Sensicon: An Automatically Constructed Sensorial Lexicon

D14-1161 [bib]: Jingwei Zhang; Jeremy Salwen; Michael Glass; Alfio Gliozzo
Word Semantic Representations using Bayesian Probabilistic Tensor Factorization

D14-1162 [bib]: Jeffrey Pennington; Richard Socher; Christopher Manning
Glove: Global Vectors for Word Representation

D14-1163 [bib]: Kazuma Hashimoto; Pontus Stenetorp; Makoto Miwa; Yoshimasa Tsuruoka
Jointly Learning Word Representations and Composition Functions Using Predicate-Argument Structures

D14-1164 [bib] [attachment]: Gabor Angeli; Julie Tibshirani; Jean Wu; Christopher D. Manning
Combining Distant and Partial Supervision for Relation Extraction

D14-1165 [bib]: Kai-Wei Chang; Wen-tau Yih; Bishan Yang; Christopher Meek
Typed Tensor Decomposition of Knowledge Bases for Relation Extraction

D14-1166 [bib]: Edouard Grave
A convex relaxation for weakly supervised relation extraction

D14-1167 [bib] [attachment]: Zhen Wang; Jianwen Zhang; Jianlin Feng; Zheng Chen
Knowledge Graph and Text Jointly Embedding

D14-1168 [bib]: Shima Gerani; Yashar Mehdad; Giuseppe Carenini; Raymond T. Ng; Bita Nejat
Abstractive Summarization of Product Reviews Using Discourse Structure

D14-1169 [bib]: Li Zhao; Minlie Huang; Haiqiang Chen; Junjun Cheng; Xiaoyan Zhu
Clustering Aspect-related Phrases by Leveraging Sentiment Distribution Consistency

D14-1170 [bib]: Yue Hu; Xiaojun Wan
Automatic Generation of Related Work Sections in Scientific Papers: An Optimization Approach

D14-1171 [bib]: Octavian Popescu; Ngoc Phuoc An Vo
Fast and Accurate Misspelling Correction in Large Corpora

D14-1172 [bib]: Marcello Federico; Matteo Negri; Luisa Bentivogli; Marco Turchi
Assessing the Impact of Translation Errors on Machine Translation Quality with Mixed-effects Models

D14-1173 [bib]: Xiaolin Wang; Masao Utiyama; Andrew Finch; Eiichiro Sumita
Refining Word Segmentation Using a Manually Aligned Corpus for Statistical Machine Translation

D14-1174 [bib]: Xiaoning Zhu; Zhongjun He; Hua Wu; Conghui Zhu; Haifeng Wang; Tiejun Zhao
Improving Pivot-Based Statistical Machine Translation by Pivoting the Co-occurrence Count of Phrase Pairs

D14-1175 [bib]: Ke M. Tran; Arianna Bisazza; Christof Monz
Word Translation Prediction for Morphologically Rich Languages with Bilingual Neural Networks

D14-1176 [bib]: Ekaterina Garmash; Christof Monz
Dependency-Based Bilingual Language Models for Reordering in Statistical Machine Translation

D14-1177 [bib]: Georgios Kontonatsios; Ioannis Korkontzelos; Jun'ichi Tsujii; Sophia Ananiadou
Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora

D14-1178 [bib] [attachment]: Behrang Q. Zadeh; Siegfried Handschuh
Random Manhattan Integer Indexing: Incremental L1 Normed Vector Space Construction

D14-1179 [bib] [attachment]: Kyunghyun Cho; Bart van Merrienboer; Caglar Gulcehre; Dzmitry Bahdanau; Fethi Bougares; Holger Schwenk; Yoshua Bengio
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

D14-1180 [bib]: Xiaochang Peng; Daniel Gildea
Type-based MCMC for Sampling Tree Fragments from Forests

D14-1181 [bib]: Yoon Kim
Convolutional Neural Networks for Sentence Classification

D14-1182 [bib]: Viet-An Nguyen; Jordan Boyd-Graber; Philip Resnik
Sometimes Average is Best: The Importance of Averaging for Prediction using MCMC Inference in Topic Modeling

D14-1183 [bib]: Abdullah Alrajeh; Mahesan Niranjan
Large-scale Reordering Model for Statistical Machine Translation using Dual Multinomial Logistic Regression

D14-1184 [bib]: Malte Nuhn; Julian Schamper; Hermann Ney
Improved Decipherment of Homophonic Ciphers

D14-1185 [bib]: Malte Nuhn; Kevin Knight
Cipher Type Detection

D14-1186 [bib] [attachment]: Ziqiang Cao; Sujian Li; Heng Ji
Joint Learning of Chinese Words, Terms and Keywords

D14-1187 [bib] [attachment]: Guillaume Wisniewski; Nicolas Pécheux; Souhir Gahbiche-Braham; François Yvon
Cross-Lingual Part-of-Speech Tagging through Ambiguous Learning

D14-1188 [bib]: Marzieh Bazrafshan; Daniel Gildea
Comparing Representations of Semantic Roles for String-To-Tree Decoding

D14-1189 [bib]: Bahar Salehi; Paul Cook; Timothy Baldwin
Detecting Non-compositional MWE Components using Wiktionary

D14-1190 [bib]: Daniel Beck; Trevor Cohn; Lucia Specia
Joint Emotion Analysis via Multi-task Gaussian Processes

D14-1191 [bib]: Zubin Jelveh; Bruce Kogut; Suresh Naidu
Detecting Latent Ideology in Expert Text: Evidence From Academic Papers in Economics

D14-1192 [bib]: Niels Landwehr; Sebastian Arzt; Tobias Scheffer; Reinhold Kliegl
A Model of Individual Differences in Gaze Control During Reading

D14-1193 [bib]: li li; Longkai Zhang; Houfeng WANG
Muli-label Text Categorization with Hidden Components

D14-1194 [bib]: Jason Weston; Sumit Chopra; Keith Adams
#TagSpace: Semantic Embeddings from Hashtags

D14-1195 [bib]: Jin-ge Yao; Xiaojun Wan; Jianguo Xiao
Joint Decoding of Tree Transduction Models for Sentence Compression

D14-1196 [bib]: Yasuhisa Yoshida; Jun Suzuki; Tsutomu Hirao; Masaaki Nagata
Dependency-based Discourse Parser for Single-Document Summarization

D14-1197 [bib]: Theerawat Songyot; David Chiang
Improving Word Alignment using Word Similarity

D14-1198 [bib]: Qi Li; Heng Ji; Yu HONG; Sujian Li
Constructing Information Networks Using One Single Model

D14-1199 [bib]: Emanuela Boros; Romaric Besançon; Olivier Ferret; Brigitte Grau
Event Role Extraction using Domain-Relevant Word Representations

D14-1200 [bib]: Makoto Miwa; Yutaka Sasaki
Modeling Joint Entity and Relation Extraction with Table Representation

D14-1201 [bib]: Likun Qiu; Yue Zhang
ZORE: A Syntax-based System for Chinese Open Relation Extraction

D14-1202 [bib]: Longkai Zhang; Houfeng WANG; Xu Sun
Coarse-grained Candidate Generation and Fine-grained Re-ranking for Chinese Abbreviation Prediction

D14-1203 [bib]: Mitchell Koch; John Gilmer; Stephen Soderland; Daniel S. Weld
Type-Aware Distantly Supervised Relation Extraction with Linked Arguments

D14-1204 [bib]: Yuchen Zhang; Nianwen Xue
Automatic Inference of the Tense of Chinese Events Using Implicit Linguistic Information

D14-1205 [bib]: Liwei Chen; Yansong Feng; Jinghui Mo; Songfang Huang; Dongyan Zhao
Joint Inference for Knowledge Base Population

D14-1206 [bib]: Emilia Apostolova; Noriko Tomuro
Combining Visual and Textual Features for Information Extraction from Online Flyers

D14-1207 [bib]: Derry Tanti Wijaya; Ndapandula Nakashole; Tom M. Mitchell
CTPs: Contextual Temporal Profiles for Time Scoping Facts using State Change Detection

D14-1208 [bib]: Ajay Nagesh; Gholamreza Haffari; Ganesh Ramakrishnan
Noisy Or-based model for Relation Extraction using Distant Supervision

D14-1209 [bib]: Lemao Liu; Liang Huang
Search-Aware Tuning for Machine Translation

D14-1210 [bib]: Avneesh Saluja; Chris Dyer; Shay B. Cohen
Latent-Variable Synchronous CFGs for Hierarchical Translation

D14-1211 [bib]: Vinodkumar Prabhakaran; Emily E. Reid; Owen Rambow
Gender and Power: How Gender and Gender Environment Affect Manifestations of Power

D14-1212 [bib]: Kentaro Sasaki; Tomohiro Yoshikawa; Takeshi Furuhashi
Online topic model for Twitter considering dynamics of user interests and topic trends

D14-1213 [bib]: JinYeong Bak; Chin-Yew Lin; Alice Oh
Self-disclosure topic model for classifying and analyzing Twitter conversations

D14-1214 [bib]: Jiwei Li; Alan Ritter; Claire Cardie; Eduard Hovy
Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts

D14-1215 [bib] [attachment]: Vlad Niculae; Cristian Danescu-Niculescu-Mizil
Brighter than Gold: Figurative Language in User Generated Comparisons

D14-1216 [bib]: Jing Peng; Anna Feldman; Ekaterina Vylomova
Classifying Idiomatic and Literal Expressions Using Topic Models and Intensity of Emotions

D14-1217 [bib]: Angel Chang; Manolis Savva; Christopher D. Manning
Learning Spatial Knowledge for Text to 3D Scene Generation

D14-1218 [bib]: Jiwei Li; Eduard Hovy
A Model of Coherence Based on Distributed Sentence Representation

D14-1219 [bib]: Shafiq Joty; Alessandro Moschitti
Discriminative Reranking of Discourse Parses Using Tree Kernels

D14-1220 [bib]: Jiwei Li; Rumeng Li; Eduard Hovy
Recursive Deep Models for Discourse Parsing

D14-1221 [bib]: Sebastian Martschat; Michael Strube
Recall Error Analysis for Coreference Resolution

D14-1222 [bib]: Yufang Hou; Katja Markert; Michael Strube
A Rule-Based System for Unrestricted Bridging Resolution: Recognizing Bridging Anaphora and Finding Links to Antecedents

D14-1223 [bib]: Asli Celikyilmaz; Zhaleh Feizollahi; Dilek Hakkani-Tur; Ruhi Sarikaya
Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces

D14-1224 [bib] [attachment]: Yancui Li; wenhe feng; jing sun; Fang Kong; Guodong Zhou
Building Chinese Discourse Corpus with Connective-driven Dependency Tree Structure

D14-1225 [bib] [attachment]: Chao Ma; Janardhan Rao Doppa; J. Walker Orr; Prashanth Mannem; Xiaoli Fern; Tom Dietterich; Prasad Tadepalli
Prune-and-Score: Learning for Greedy Coreference Resolution

D14-1226 [bib]: Sumit Bhatia; Prakhar Biyani; Prasenjit Mitra
Summarizing Online Forum Discussions – Can Dialog Acts of Individual Messages Help?