Accepted papers

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ACCEPTED LONG PAPERS

• » A COMPUTATIONALLY EFFICIENT ALGORITHM FOR LEARNING TOPICAL COLLOCATION MODELS
  Zhendong Zhao, Lan Du, Benjamin Börschinger, John K Pate and Mark Johnson
• » A CONTEXT-AWARE TOPIC MODEL FOR STATISTICAL MACHINE TRANSLATION
  Jinsong Su, Deyi Xiong, Yang Liu, Xianpei Han, Hongyu Lin and Junfeng Yao
• » A CONVEX AND FEATURE-RICH DISCRIMINATIVE APPROACH TO DEPENDENCY GRAMMAR INDUCTION
  Edouard Grave and Noémie Elhadad
• » A CONVOLUTION KERNEL APPROACH TO IDENTIFYING COMPARISONS IN TEXT
  Maksim Tkachenko and Hady Lauw
• » A DATA-DRIVEN, FACTORIZATION PARSER FOR CCG DEPENDENCY STRUCTURES
  Yantao Du, Weiwei Sun and Xiaojun Wan
• » A FRAME OF MIND: USING STATISTICAL MODELS FOR DETECTION OF FRAMING AND AGENDA SETTING CAMPAIGNS
  Oren Tsur, Dan Calacci and David Lazer
• » A GENERALISATION OF LEXICAL FUNCTIONS FOR COMPOSITION IN DISTRIBUTIONAL SEMANTICS
  Antoine Bride, Tim Van de Cruys and Nicholas Asher
• » A HIERARCHICAL LSTM AUTOENCODER FOR PARAGRAPHS AND DOCUMENTS
  Jiwei Li and Dan Jurafsky
• » A KNOWLEDGE-INTENSIVE MODEL FOR EXTRACTING INFORMATION FROM PREPOSITIONAL PHRASES
  Ndapandula Nakashole and Tom M. Mitchell
• » A NEURAL PROBABILISTIC STRUCTURED-PREDICTION MODEL FOR TRANSITION-BASED DEPENDENCY PARSING
  Hao Zhou, Yue Zhang and Jiajun Chen
• » MODEL-BASED WORD EMBEDDINGS FROM DECOMPOSITIONS OF COUNT MATRICES
  Karl Stratos, Michael Collins and Daniel Hsu
• » A RE-RANKING MODEL FOR DEPENDENCY PARSER WITH RECURSIVE CONVOLUTIONAL NEURAL NETWORK
  Chenxi Zhu, Xipeng Qiu and Xuanjing Huang
• » A STRATEGIC REASONING MODEL FOR GENERATING ALTERNATIVE ANSWERS
  Jon Stevens, Anton Benz, Sebastian Reusse and Ralf Klabunde
• » A UNIFIED KERNEL APPROACH FOR LEARNING TYPED SENTENCE REWRITINGS
  Martin Gleize and Brigitte Grau
• » A UNIFIED MULTILINGUAL SEMANTIC REPRESENTATION OF CONCEPTS
  José Camacho-Collados, Mohammad Taher Pilehvar and Roberto Navigli
• » ABSTRACTIVE MULTI-DOCUMENT SUMMARIZATION VIA PHRASE SELECTION AND MERGING
  Lidong Bing, Piji Li, Yi Liao, Wai Lam, Weiwei Guo and Rebecca Passonneau
• » ACCURATE LINEAR-TIME CHINESE WORD SEGMENTATION VIA EMBEDDING MATCHING
  Jianqiang Ma and Erhard Hinrichs
• » ADDING SEMANTICS TO DATA-DRIVEN PARAPHRASING
  Ellie Pavlick, Johan Bos, Malvina Nissim, Charley Beller, Benjamin Van Durme and Chris Callison-Burch
• » ADDRESSING THE RARE WORD PROBLEM IN NEURAL MACHINE TRANSLATION
  Thang Luong, Ilya Sutskever, Quoc Le, Oriol Vinyals and Wojciech Zaremba
• » ALIGNING OPINIONS: CROSS-LINGUAL OPINION MINING WITH DEPENDENCIES
  Mariana S. C. Almeida, Claudia Pinto, Helena Figueira, Pedro Mendes and André F. T. Martins
• » AN ANALYSIS OF THE USER OCCUPATIONAL CLASS THROUGH TWITTER CONTENT
  Daniel Preoţiuc-Pietro, Vasileios Lampos and Nikolaos Aletras
• » AN EFFECTIVE NEURAL NETWORK MODEL FOR GRAPH-BASED DEPENDENCY PARSING
  Wenzhe Pei, Tao Ge and Baobao Chang
• » AUTOEXTEND: EXTENDING WORD EMBEDDINGS TO EMBEDDINGS FOR SYNSETS AND LEXEMES
  Sascha Rothe and Hinrich Schütze
• » AUTOMATIC DISAMBIGUATION OF ENGLISH PUNS
  Tristan Miller and Iryna Gurevych
• » AUTOMATIC SPONTANEOUS SPEECH GRADING: A NOVEL FEATURE DERIVATION TECHNIQUE USING THE CROWD
  Vinay Shashidhar, Nishant Pandey and Varun Aggarwal
• » BRING YOU TO THE PAST: AUTOMATIC GENERATION OF TOPICALLY RELEVANT EVENT CHRONICLES
  Tao Ge, Wenzhe Pei, Heng Ji, Sujian Li, Baobao Chang and Zhifang Sui
• » BUILDING A SCIENTIFIC CONCEPT HIERARCHY DATABASE (SCHBASE)
  Eytan Adar and Srayan Datta
• » BUILDING A SEMANTIC PARSER OVERNIGHT
  Yushi Wang, Jonathan Berant and Percy Liang
• » CLASSIFYING RELATIONS BY RANKING WITH CONVOLUTIONAL NEURAL NETWORKS
  Cicero dos Santos, Bing Xiang and Bowen Zhou
• » CO-TRAINING FOR SEMI-SUPERVISED SENTIMENT CLASSIFICATION BASED ON DUAL-VIEW BAGS-OF-WORDS REPRESENTATION
  Rui Xia, Cheng Wang and Tao Li
• » COMPOSITIONAL SEMANTIC PARSING ON SEMI-STRUCTURED TABLES
  Panupong Pasupat and Percy Liang
• » COMPOSITIONAL VECTOR SPACE MODELS FOR KNOWLEDGE BASE COMPLETION
  Arvind Neelakantan, Benjamin Roth and Andrew McCallum
• » CONTENT MODELS FOR SURVEY GENERATION: A FACTOID-BASED EVALUATION
  Rahul Jha, Catherine Finegan-Dollak, Ben King, Reed Coke and Dragomir Radev
• » COUPLED SEQUENCE LABELING ON HETEROGENEOUS ANNOTATIONS: POS TAGGING AS A CASE STUDY
  Zhenghua Li, Jiayuan Chao, Min Zhang and Wenliang Chen
• » CROSS-LINGUAL DEPENDENCY PARSING BASED ON DISTRIBUTED REPRESENTATIONS
  Jiang Guo, Wanxiang Che, David Yarowsky, Haifeng Wang and Ting Liu
• » DEEP QUESTIONS WITHOUT DEEP UNDERSTANDING
  Igor Labutov, Sumit Basu and Lucy Vanderwende
• » DEEP UNORDERED COMPOSITION RIVALS SYNTACTIC METHODS FOR TEXT CLASSIFICATION
  Mohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber and Hal Daumé III
• » DEMOGRAPHIC FACTORS IMPROVE CLASSIFICATION PERFORMANCE
  Dirk Hovy
• » DESCRIBING IMAGES USING INFERRED VISUAL DEPENDENCY REPRESENTATIONS
  Desmond Elliott and Arjen de Vries
• » DETECTING DECEPTIVE GROUPS USING CONVERSATIONS AND NETWORK ANALYSIS
  Dian Yu, Yulia Tyshchuk, Heng Ji and William Wallace
• » DISCONTINUOUS INCREMENTAL SHIFT-REDUCE PARSING
  Wolfgang Maier
• » DISCOURSE-SENSITIVE AUTOMATIC IDENTIFICATION OF GENERIC EXPRESSIONS
  Annemarie Friedrich and Manfred Pinkal
• » DRIVING ROVER WITH SEGMENT-BASED ASR QUALITY ESTIMATION
  Shahab Jalalvand, Marco Turchi, Matteo Negri and Falavigna Daniele
• » EFFICIENT DISFLUENCY DETECTION WITH TRANSITION-BASED PARSING
  Shuangzhi Wu, Dongdong Zhang, Ming Zhou and Tiejun Zhao
• » EFFICIENT METHODS FOR INFERRING LARGE SPARSE TOPIC HIERARCHIES
  Doug Downey and Yi Yang
• » EFFICIENT TOP-DOWN BTG PARSING FOR MACHINE TRANSLATION PREORDERING
  Tetsuji Nakagawa
• » ENCODING DISTRIBUTIONAL SEMANTICS INTO TRIPLE-BASED KNOWLEDGE RANKING FOR DOCUMENT ENRICHMENT
  Muyu Zhang, Bing Qin, Mao Zheng, Graeme Hirst and Ting Liu
• » ENCODING SOURCE LANGUAGE WITH CONVOLUTIONAL NEURAL NETWORK FOR MACHINE TRANSLATION
  Fandong Meng, Zhengdong Lu, Mingxuan Wang, Hang Li, Wenbin Jiang and Qun Liu
• » END-TO-END LEARNING OF SEMANTIC ROLE LABELING USING RECURRENT NEURAL NETWORKS
  Jie Zhou and Wei Xu
• » ENTITY HIERARCHY EMBEDDING
  Zhiting Hu, Poyao Huang, Yuntian Deng, Yingkai Gao and Eric Xing
• » ENTITY RETRIEVAL VIA ENTITY FACTOID HIERARCHY
  Chunliang Lu, Wai Lam and Yi Liao
• » ENTITY-CENTRIC COREFERENCE RESOLUTION WITH MODEL STACKING
  Kevin Clark and Christopher D. Manning
• » ENVIRONMENT-DRIVEN LEXICON INDUCTION FOR HIGH-LEVEL INSTRUCTIONS
  Dipendra Kumar Misra, Ashutosh Saxena, Percy Liang and Kejia Tao
• » EVENT EXTRACTION VIA DYNAMIC MULTI-POOLING CONVOLUTIONAL NEURAL NETWORKS
  Yubo Chen, Liheng Xu, Kang Liu and Jun Zhao
• » EVENT-DRIVEN HEADLINE GENERATION
  Rui Sun, Donghong JI, Yue Zhang and Meishan Zhang
• » FEATURE OPTIMIZATION FOR CONSTITUENT PARSING VIA NEURAL NETWORKS
  Zhiguo Wang, Haitao Mi and Nianwen Xue
• » FEATURE SELECTION IN KERNEL SPACE: A CASE STUDY ON DEPENDENCY PARSING
  Xian Qian and Yang Liu
• » GATED RECURSIVE NEURAL NETWORK FOR CHINESE WORD SEGMENTATION
  Xinchi Chen, Xipeng Qiu and Xuanjing Huang
• » GAUSSIAN LDA FOR TOPIC MODELS WITH WORD EMBEDDINGS
  Rajarshi Das, Manzil Zaheer and Chris Dyer
• » GENCNN: A CONVOLUTIONAL ARCHITECTURE FOR WORD SEQUENCE PREDICTION
  Mingxuan Wang, Zhengdong Lu, Li Hang, Wenbin Jiang and Qun Liu
• » GENERATING HIGH QUALITY PROPOSITION BANKS FOR MULTILINGUAL SEMANTIC ROLE LABELING
  Alan Akbik, laura chiticariu, Marina Danilevsky, Yunyao Li, Shivakumar Vaithyanathan and Huaiyu Zhu
• » GENERATIVE EVENT SCHEMA INDUCTION WITH ENTITY DISAMBIGUATION
  Kiem-Hieu Nguyen, Xavier Tannier, Olivier Ferret and Romaric Besançon
• » GRAPH PARSING WITH S-GRAPH GRAMMARS
  Jonas Groschwitz, Alexander Koller and Christoph Teichmann
• » HOW FAR ARE WE FROM FULLY AUTOMATIC HIGH QUALITY GRAMMATICAL ERROR CORRECTION?
  Christopher Bryant and Hwee Tou Ng
• » HUBNESS AND POLLUTION: DELVING INTO CROSS-SPACE MAPPING FOR ZERO-SHOT LEARNING
  Angeliki Lazaridou, Georgiana Dinu and Marco Baroni
• » IDENTIFYING CASCADING ERRORS THROUGH CONSTRAINTS IN DEPENDENCY PARSING
  Dominick Ng and James R. Curran
• » IMPLICIT ROLE LINKING ON CHINESE DISCOURSE: EXPLOITING EXPLICIT ROLES AND FRAME-TO-FRAME RELATIONS
  Ru Li, Juan Wu and Zhiqiang Wang
• » IMPROVED NEURAL NETWORK FEATURES, ARCHITECTURE AND LEARNING FOR STATISTICAL MACHINE TRANSLATION
  Hendra Setiawan, Zhongqiang Huang, Jacob Devlin, Thomas Lamar and Rabih Zbib
• » IMPROVED SEMANTIC REPRESENTATIONS FROM TREE-STRUCTURED LONG SHORT-TERM MEMORY NETWORKS
  Kai Sheng Tai, Richard Socher and Christopher D. Manning
• » IMPROVING EVALUATION OF MACHINE TRANSLATION QUALITY ESTIMATION
  Yvette Graham
• » IMPROVING NAME ENTITY RECOGNITION IN TWEETS VIA DETECTING NON-STANDARD WORDS
  Chen Li and Yang Liu
• » IMPROVING SOCIAL RELATIONSHIPS IN FACE-TO-FACE HUMAN-AGENT INTERACTIONS: WHEN THE AGENT WANTS TO KNOW USER'S LIKES AND DISLIKES
  Caroline Langlet and Chloé Clavel
• » INCORPORATING SYNTACTIC KNOWLEDGE INTO RECURSIVE NEURAL NETWORKS FOR SENTIMENT ANALYSIS
  Qiao Qian, Bo Tian, Minlie Huang and Xiaoyan Zhu
• » INDUCING WORD AND PART-OF-SPEECH WITH PITMAN-YOR HIDDEN SEMI-MARKOV MODELS
  Kei Uchiumi, Hiroshi Tsukahara and Daichi Mochihashi
• » INVERTED INDEXING FOR CROSS-LINGUAL NLP
  Anders Søgaard, Željko Agić, Héctor Martínez Alonso, Barbara Plank, Bernd Bohnet and Anders Johannsen
• » IS THIS MAMBA HUNTING IN JUNGLE OR DUNKING LIKE SUPER-STAR? 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 and Bulent Yener
• » IT DEPENDS: DEPENDENCY PARSER COMPARISON USING A WEB-BASED EVALUATION TOOL
  Jinho D. Choi, Amanda Stent and Joel Tetreault
• » JOINT CASE ARGUMENT IDENTIFICATION FOR JAPANESE PREDICATE ARGUMENT STRUCTURE ANALYSIS
  Hiroki Ouchi, Hiroyuki Shindo, Kevin Duh and Yuji Matsumoto
• » JOINT DEPENDENCY PARSING AND MULTIWORD EXPRESSION TOKENIZATION
  Alexis Nasr, Carlos Ramisch, José Deulofeu and André Valli
• » JOINT GRAPHICAL MODELS FOR DATE SELECTION IN TIMELINE SUMMARIZATION
  Giang Tran, Eelco Herder and Katja Markert
• » JOINT INFORMATION EXTRACTION AND REASONING: A SCALABLE STATISTICAL RELATIONAL LEARNING APPROACH
  William Yang Wang and William W Cohen
• » JOINT MODELS OF DISAGREEMENT AND STANCE IN ONLINE DEBATE
  Dhanya Sridhar, James Foulds, Marilyn Walker, Bert Huang and Lise Getoor
• » JOINTLY OPTIMIZING WORD REPRESENTATIONS FOR LEXICAL AND SENTENTIAL TASKS WITH THE C-PHRASE MODEL
  Nghia The Pham, Germán Kruszewski, Angeliki Lazaridou and Marco Baroni
• » KB-LDA: JOINTLY LEARNING A KNOWLEDGE BASE OF HIERARCHY, RELATIONS, AND FACTS
  Dana Movshovitz-Attias and William W. Cohen
• » KNOWLEDGE GRAPH EMBEDDING VIA DYNAMIC MAPPING MATRIX
  Guoliang Ji, Shizhu He, Liheng Xu, Kang Liu and Jun Zhao
• » KNOWLEDGE PORTABILITY WITH SEMANTIC EXPANSION OF ONTOLOGY LABELS
  Mihael Arcan, Marco Turchi and Paul Buitelaar
• » LANGUAGE TO CODE: LEARNING SEMANTIC PARSERS FOR IF-THIS-THEN-THAT RECIPES
  Chris Quirk, Raymond Mooney and Michel Galley
• » LEARN TO ADAPT CREDIBLE KNOWLEDGE IN CROSS-LINGUAL SENTIMENT ANALYSIS
  Qiang Chen and Wenjie Li
• » LEARNING ANSWER-ENTAILING STRUCTURES FOR MACHINE COMPREHENSION
  Mrinmaya Sachan, Kumar Dubey, Matthew Richardson and Eric Xing
• » LEARNING ANAPHORICITY AND ANTECEDENT RANKING FEATURES FOR COREFERENCE RESOLUTION
  Sam Wiseman, Alexander M. Rush, Stuart Shieber and Jason Weston
• » LEARNING BILINGUAL SENTIMENT WORD EMBEDDING FOR CROSS-LANGUAGE SENTIMENT CLASSIFICATION
  HuiWei Zhou, Long Chen, Fulin Shi and Degen Huang
• » LEARNING CONTINUOUS WORD EMBEDDING WITH METADATA FOR QUESTION RETRIEVAL IN COMMUNITY QUESTION ANSWERING
  Guangyou Zhou, Jun Zhao and Yin Zhou
• » LEARNING DYNAMIC FEATURE SELECTION FOR FAST SEQUENTIAL PREDICTION
  Emma Strubell, Luke Vilnis, Kate Silverstein and Andrew McCallum
• » LEARNING MANIPULATION ACTION SEMANTICS THROUGH PROBABILISTIC COMBINATORY CATEGORIAL GRAMMAR PARSING
  Yezhou Yang, Yiannis Aloimonos, Cornelia Fermuller and Eren Erdal Aksoy
• » LEARNING RELATIONAL FEATURES WITH BACKWARD RANDOM WALKS
  Ni Lao, Einat Minkov and William Cohen
• » LEARNING SEMANTIC REPRESENTATIONS OF USERS AND PRODUCTS FOR DOCUMENT LEVEL SENTIMENT CLASSIFICATION
  Duyu Tang, Bing Qin and Ting Liu
• » LEARNING SEMANTIC WORD EMBEDDINGS BASED ON ORDINAL KNOWLEDGE CONSTRAINTS
  Quan Liu, Hui Jiang, Si Wei, Zhen-Hua Ling and Yu Hu
• » LEARNING TO EXPLAIN ENTITY RELATIONSHIPS IN KNOWLEDGE GRAPHS
  Nikos Voskarides, Edgar Meij, Manos Tsagkias, Maarten de Rijke and Wouter Weerkamp
• » LEARNING WORD REPRESENTATIONS BY JOINTLY MODELING SYNTAGMATIC AND PARADIGMATIC RELATIONS
  Fei Sun, Jiafeng Guo, Yanyan Lan, Jun Xu and Xueqi Cheng
• » LEARNING WORD REPRESENTATIONS FROM SCARCE AND NOISY DATA WITH EMBEDDING SUBSPACES
  Ramón Astudillo, Silvio Moreira, Wang Ling, Mario Silva and Isabel Trancoso
• » LEVERAGING LINGUISTIC STRUCTURE FOR OPEN DOMAIN INFORMATION EXTRACTION
  Gabor Angeli, Melvin Jose Johnson Premkumar and Christopher D. Manning
• » LINGUISTIC HARBINGERS OF BETRAYAL: A CASE STUDY ON AN ONLINE STRATEGY GAME
  Vlad Niculae, Srijan Kumar, Jordan Boyd-Graber and Cristian Danescu-Niculescu-Mizil
• » LOW-RANK ENTITY CLASSIFICATION WITH MINIMAL SUPERVISION
  Audi Primadhanty, Xavier Carreras and Ariadna Quattoni
• » MACHINE COMPREHENSION WITH DISCOURSE RELATIONS
  Karthik Narasimhan and Regina Barzilay
• » MATRIX FACTORIZATION WITH KNOWLEDGE GRAPH PROPAGATION FOR UNSUPERVISED SPOKEN LANGUAGE UNDERSTANDING
  Yun-Nung Chen, William Yang Wang, Anatole Gershman and Alexander Rudnicky
• » MODELING ARGUMENT STRENGTH IN STUDENT ESSAYS
  Isaac Persing and Vincent Ng
• » MULTI-OBJECTIVE OPTIMIZATION FOR THE JOINT DISAMBIGUATION OF NOUNS AND NAMED ENTITIES
  Dirk Weissenborn, Leonhard Hennig, Feiyu Xu and Hans Uszkoreit
• » MULTI-TASK LEARNING FOR MULTIPLE LANGUAGE TRANSLATION
  Daxiang Dong, Hua Wu, Wei He, Dianhai Yu and Haifeng Wang
• » MULTI-TOPIC SUMMARIZATION IN DAG-STRUCTURED TOPIC HIERARCHIES VIA SUBMODULAR MIXTURES
  Ramakrishna Bairi, Rishabh Iyer, Ganesh Ramakrishnan and Jeff Bilmes
• » MULTIGRANCNN: AN ARCHITECTURE FOR GENERAL MATCHING OF TEXT CHUNKS ON MULTIPLE LEVELS OF GRANULARITY
  Wenpeng Yin and Hinrich Schütze
• » MULTIPLE MANY-TO-MANY SEQUENCE ALIGNMENT FOR COMBINING STRING-VALUED VARIABLES: AN EXPERIMENT IN GRAPHEME-TO-PHONEME CONVERSION
  Steffen Eger
• » NEGATION AND SPECULATION IDENTIFICATION IN CHINESE LANGUAGE
  Bowei Zou, Guodong Zhou and Qiaoming Zhu
• » NEURAL CRF PARSING
  Greg Durrett and Dan Klein
• » NEURAL RESPONDING MACHINE FOR SHORT-TEXT CONVERSATION
  Lifeng Shang, Zhengdong Lu and Hang Li
• » NEW TRANSFER LEARNING TECHNIQUES FOR DISPARATE LABEL SETS
  Young-Bum Kim, Karl Stratos, Ruhi Sarikaya and Minwoo Jeong
• » NON-LINEAR LEARNING FOR STATISTICAL MACHINE TRANSLATION
  Shujian Huang, Huadong Chen, Xinyu Dai and Jiajun Chen
• » NON-PROJECTIVE DEPENDENCY-BASED PRE-REORDERING WITH RECURRENT NEURAL NETWORK FOR MACHINE TRANSLATION
  Antonio Valerio Miceli Barone
• » OMNIA MUTANTUR, NIHIL INTERIT: CONNECTING PAST WITH PRESENT BY FINDING CORRESPONDING TERMS ACROSS TIME
  Yating Zhang, Adam Jatowt, Sourav Bhowmick and Katsumi Tanaka
• » ON USING VERY LARGE TARGET VOCABULARY FOR NEURAL MACHINE TRANSLATION
  Sebastien Jean, Kyunghyun Cho, Roland Memisevic and Yoshua Bengio
• » ONLINE MULTITASK LEARNING FOR MACHINE TRANSLATION QUALITY ESTIMATION
  José G. C. de Souza, Matteo Negri, Marco Turchi and Elisa Ricci
• » OPTIMAL SHIFT-REDUCE CONSTITUENT PARSING WITH STRUCTURED PERCEPTRON
  Le Quang Thang, Hiroshi Noji and Yusuke Miyao
• » ORTHOGONALITY OF SYNTAX AND SEMANTICS WITHIN DISTRIBUTIONAL SPACES
  Jeff Mitchell and Mark Steedman
• » PAIRWISE NEURAL MACHINE TRANSLATION EVALUATION
  Francisco Guzmán, Shafiq Joty, Lluís Màrquez and Preslav Nakov
• » PARSE IMPUTATION FOR DEPENDENCY ANNOTATIONS
  Jason Mielens, Liang Sun and Jason Baldridge
• » PARSING AS REDUCTION
  Daniel Fernández-González and André F. T. Martins
• » PARSING PARAPHRASES WITH JOINT INFERENCE
  Do Kook Choe and David McClosky
• » PERCEPTUALLY GROUNDED SELECTIONAL PREFERENCES
  Ekaterina Shutova, Niket Tandon and Gerard de Melo
• » PREDICTING POLARITIES OF TWEETS BY COMPOSING WORD EMBEDDINGS WITH LONG SHORT-TERM MEMORY
  Xin Wang, Yuanchao Liu, Xiaolong Wang and Baoxun Wang
• » PREDICTING SALIENT UPDATES FOR DISASTER SUMMARIZATION
  Chris Kedzie, Kathleen McKeown and Fernando Diaz
• » PROBING THE LINGUISTIC STRENGTHS AND LIMITATIONS OF UNSUPERVISED GRAMMAR INDUCTION
  Yonatan Bisk and Julia Hockenmaier
• » QUESTION ANSWERING OVER FREEBASE WITH MULTI-COLUMN CONVOLUTIONAL NEURAL NETWORKS
  Li Dong, Furu Wei, Ming Zhou and Ke Xu
• » RELATIONAL INFORMATION FOR LEARNING FROM STRUCTURED TEXT PAIRS
  Simone Filice, Giovanni Da San Martino and Alessandro Moschitti
• » REVISITING WORD EMBEDDING FOR CONTRASTING MEANING
  Zhigang Chen, Si Wei, Wei Lin, Qian Chen, Xiaoping Chen, Hui Jiang and Xiaodan Zhu
• » ROBUST SUBGRAPH GENERATION IMPROVES ABSTRACT MEANING REPRESENTATION PARSING
  Keenon Werling, Gabor Angeli and Christopher D. Manning
• » S-MART: NOVEL TREE-BASED STRUCTURED LEARNING ALGORITHMS APPLIED TO TWEET ENTITY LINKING
  Yi Yang and Ming-Wei Chang
• » SCALABLE SEMANTIC PARSING WITH PARTIAL ONTOLOGIES
  Eunsol Choi, Tom Kwiatkowski and Luke Zettlemoyer
• » SEMANTIC PARSING VIA STAGED QUERY GRAPH GENERATION: QUESTION ANSWERING WITH KNOWLEDGE BASE
  Wen-tau Yih, Ming-Wei Chang, Xiaodong He and Jianfeng Gao
• » SEMANTIC REPRESENTATIONS FOR DOMAIN ADAPTATION: A CASE STUDY ON THE TREE KERNEL-BASED METHOD FOR RELATION
  EXTRACTION Thien Huu Nguyen, Barbara Plank and Ralph Grishman
• » SEMANTIC ROLE LABELING IMPROVES INCREMENTAL PARSING
  Ioannis Konstas and Frank Keller
• » SEMANTICALLY SMOOTH KNOWLEDGE GRAPH EMBEDDING
  Shu Guo, Quan Wang and Bin Wang
• » SENSEMBED: ENHANCING WORD EMBEDDINGS FOR SEMANTIC SIMILARITY AND RELATEDNESS
  Ignacio Iacobacci, Mohammad Taher Pilehvar and Roberto Navigli
• » SENTENCE-LEVEL EMOTION CLASSIFICATION WITH LABEL AND CONTEXT DEPENDENCE
  Shoushan Li, Rong Wang and Guodong Zhou
• » SENTIMENT-ASPECT EXTRACTION BASED ON RESTRICTED BOLTZMANN MACHINE
  Linlin Wang and Zhu Cao
• » SIMPLE LEARNING AND COMPOSITIONAL APPLICATION OF PERCEPTUALLY GROUNDED WORD MEANINGS FOR INCREMENTAL REFERENCE RESOLUTION
  Casey Kennington and David Schlangen
• » SOLAR: SCALABLE ONLINE LEARNING ALGORITHMS FOR RANKING
  Jialei Wang and Steven Hoi
• » SPARSE BINARY WORD VECTOR REPRESENTATIONS
  Manaal Faruqui, Yulia Tsvetkov, Dani Yogatama, Chris Dyer and Noah A. Smith
• » SPARSE, CONTEXTUALLY INFORMED MODELS FOR IRONY DETECTION: EXPLOITING USER COMMUNITIES, ENTITIES AND SENTIMENT
  Byron C. Wallace, Do Kook Choe and Eugene Charniak
• » STACKED ENSEMBLES OF INFORMATION EXTRACTORS FOR KNOWLEDGE-BASE POPULATION
  Vidhoon Viswanathan, Nazneen Fatema Rajani, Yinon Bentor and Raymond Mooney
• » STRING-TO-TREE MULTI BOTTOM-UP TREE TRANSDUCERS
  Nina Seemann, Fabienne Braune and Andreas Maletti
• » STRUCTURED TRAINING FOR NEURAL NETWORK TRANSITION-BASED PARSING
  David Weiss, Chris Alberti, Michael Collins and Slav Petrov
• » SYNTAX-BASED SIMULTANEOUS TRANSLATION THROUGH PREDICTION OF UNSEEN SYNTACTIC CONSTITUENTS
  Yusuke Oda, Graham Neubig, Sakriani Sakti, Tomoki Toda and Satoshi Nakamura
• » 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 and Kristina Miler
• » TEXT CATEGORIZATION AS A GRAPH CLASSIFICATION PROBLEM
  Francois Rousseau, Emmanouil Kiagias and Michalis Vazirgiannis
• » TEXT TO 3D SCENE GENERATION WITH RICH LEXICAL GROUNDING
  Angel Chang, Will Monroe, Manolis Savva, Christopher Potts and Christopher D. Manning
• » THE ANON PLATFORM FOR BUILDING NATURAL LANGUAGE TRANSLATION SYSTEMS
  Nguyen Vo, Arindam Mitra and Chitta Baral
• » TOPIC MODELING BASED SENTIMENT ANALYSIS ON SOCIAL MEDIA FOR STOCK MARKET PREDICTION
  Thien Hai Nguyen and Kiyoaki Shirai
• » TOWARDS DEBUGGING SENTIMENT LEXICONS
  Andrew Schneider and Eduard Dragut
• » TRACKING UNBOUNDED TOPIC STREAMS
  Dominik Wurzer, Victor Lavrenko and Miles Osborne
• » TRAINING A NATURAL LANGUAGE GENERATOR FROM UNALIGNED DATA
  Ondřej Dušek and Filip Jurcicek
• » TRANS-DIMENSIONAL RANDOM FIELDS FOR LANGUAGE MODELING
  Bin Wang, Zhijian Ou and Zhiqiang Tan
• » TRANSFERRING COREFERENCE RESOLVERS WITH POSTERIOR REGULARIZATION
  André F. T. Martins
• » TRANSITION-BASED DEPENDENCY PARSING WITH STACK LONG SHORT-TERM MEMORY
  Chris Dyer, Miguel Ballesteros, Wang Ling, Austin Matthews and Noah A. Smith
• » TRANSITION-BASED NEURAL CONSTITUENT PARSING
  Taro Watanabe and Eiichiro Sumita
• » TWEET NORMALIZATION WITH SYLLABLES
  Ke Xu, Yunqing Xia and Chin-Hui Lee
• » UNIFYING BAYESIAN INFERENCE AND VECTOR SPACE MODELS FOR IMPROVED DECIPHERMENT
  Qing Dou, Ashish Vaswani, Kevin Knight and Chris Dyer
• » UNSUPERVISED ACCEPTABILITY PREDICTION
  Jey Han Lau, Shalom Lappin and Alexander Clark
• » UNSUPERVISED CROSS-DOMAIN WORD REPRESENTATION LEARNING
  Danushka Bollegala, Takanori Maehara and Ken-ichi Kawarabayashi
• » VECTOR-SPACE CALCULATION OF SEMANTIC SURPRISAL FOR PREDICTING WORD PRONUNCIATION DURATION
  Asad Sayeed, Stefan Fischer and Vera Demberg
• » WEAKLY SUPERVISED MODELS OF ASPECT-SENTIMENT FOR ONLINE COURSE DISCUSSION FORUMS
  Arti Ramesh, Shachi H. Kumar, James Foulds and Lise Getoor
• » WEAKLY SUPERVISED ROLE IDENTIFICATION IN TEAMWORK INTERACTIONS
  Diyi Yang, Miaomiao Wen and Carolyn Rose
• » WHO CAUGHT A COLD ? - IDENTIFYING THE SUBJECT WHO HAS A SYMPTOM
  Shin Kanouchi, Naoaki Okazaki, Mamoru Komachi, Eiji Aramaki and Hiroshi Ishikawa
• » WHY DISCOURSE AFFECTS SPEAKERS' CHOICE OF REFERRENTIAL EXPRESSIONS
  Naho Orita, Eliana Vornov, Naomi Feldman and Hal Daumé III
• » WIKIKREATOR: IMPROVING WIKIPEDIA STUBS AUTOMATICALLY
  Siddhartha Banerjee and Prasenjit Mitra

ACCEPTED SHORT PAPERS

• » A COMPUTATIONAL APPROACH FOR AUTOMATIC PREDICTION OF DRUNK-TEXTING
  Aditya Joshi, Abhijit Mishra, Balamurali AR, Pushpak Bhattacharyya and Mark J Carman
• » A DEEPER EXPLORATION OF THE STANDARD PB-SMT APPROACH TO TEXT SIMPLIFICATION AND ITS EVALUATION
  Sanja Štajner, Hannah Bechara and Horacio Saggion
• » A DEPENDENCY-BASED NEURAL NETWORK FOR RELATION CLASSIFICATION
  Yang Liu, Furu Wei, Sujian Li, Heng Ji and Ming Zhou
• » A DISTRIBUTED REPRESENTATION BASED QUERY EXPANSION APPROACH FOR IMAGE CAPTIONING
  Semih Yagcioglu, Erkut Erdem, Aykut Erdem and Ruket Cakici
• » A FRAMEWORK FOR THE CONSTRUCTION OF MONOLINGUAL AND CROSS-LINGUAL SEMANTIC SIMILARITY DATASETS
  José Camacho-Collados, Mohammad Taher Pilehvar and Roberto Navigli
• » A HASSLE-FREE UNSUPERVISED DOMAIN ADAPTATION METHOD USING INSTANCE SIMILARITY FEATURES
  Jianfei Yu and Jing Jiang
• » A HIERARCHICAL KNOWLEDGE REPRESENTATION FOR EXPERT FINDING ON SOCIAL MEDIA
  Yanran Li and Wenjie Li
• » A LANGUAGE-INDEPENDENT FEATURE SCHEMA FOR INFLECTIONAL MORPHOLOGY
  John Sylak-Glassman, Christo Kirov, David Yarowsky and Roger Que
• » A LEXICALIZED TREE KERNEL FOR OPEN INFORMATION EXTRACTION
  Ying Xu, Christoph Ringlstetter, Mi-young Kim, Grzegorz Kondrak, Randy Goebel and Yusuke Miyao
• » A LONG SHORT-TERM MEMORY MODEL FOR ANSWER SENTENCE SELECTION IN QUESTION ANSWERING
  Di Wang and Eric Nyberg
• » A METHODOLOGY FOR EVALUATING TIMELINE GENERATION ALGORITHMS BASED ON DEEP SEMANTIC UNITS
  Sandro Bauer and Simone Teufel
• » A MULTITASK OBJECTIVE TO INJECT LEXICAL CONTRAST INTO DISTRIBUTIONAL SEMANTICS
  Nghia The Pham, Angeliki Lazaridou and Marco Baroni
• » A NEW NORM SYMMETRIC NON-NEGATIVE MATRIX FACTORIZATION AND THE APPLICATION IN TEXT CLUSTERING
  Kai Liu and Hua Wang
• » A SIMULTANEOUS RECOGNITION FRAMEWORK FOR THE SPOKEN LANGUAGE UNDERSTANDING MODULE OF INTELLIGENT PERSONAL ASSISTANT SOFTWARE ON SMART PHONES
  Changsu Lee and Youngjoong Ko
• » A UNIFIED LEARNING FRAMEWORK OF SKIP-GRAMS AND GLOBAL VECTORS
  Jun Suzuki and Masaaki Nagata
• » AN EFFICIENT DYNAMIC ORACLE FOR UNRESTRICTED NON-PROJECTIVE PARSING
  Carlos Gómez-Rodríguez and Daniel Fernández-González
• » AN EMPIRICAL STUDY OF CHINESE NAME MATCHING AND APPLICATIONS
  Nanyun Peng, Mo Yu and Mark Dredze
• » ANNOTATION AND CLASSIFICATION OF AN EMAIL IMPORTANCE CORPUS
  Fan Zhang and Kui Xu
• » ANSWER SEQUENCE LEARNING WITH NEURAL NETWORKS FOR ANSWER SELECTION IN COMMUNITY QUESTION ANSWERING
  Xiaoqiang Zhou, Qingcai Chen, Baotian Hu and Xiaolong Wang
• » ASPECT-LEVEL CROSS-LINGUAL SENTIMENT CLASSIFICATION WITH CONSTRAINED SMT
  Patrik Lambert
• » AUTOMATIC DETECTION OF SENTENCE FRAGMENTS
  Chak Yan Yeung and John Lee
• » AUTOMATIC IDENTIFICATION OF AGE-APPROPRIATE RATINGS OF SONG LYRICS
  Anggi Maulidyani and Ruli Manurung
• » AUTOMATIC IDENTIFICATION OF RHETORICAL QUESTIONS USING LANGUAGE MODELS
  Shohini Bhattasali, Jeremy Cytryn, Elana Feldman and Joonsuk Park
• » AUTOMATIC KEYWORD EXTRACTION ON TWITTER
  Luis Marujo, Wang Ling, Isabel Trancoso, Chris Dyer, Alan W Black, Anatole Gershman, David Martins de Matos, João Neto and Jaime Carbonell
• » BILINGUAL WORD EMBEDDINGS FROM NON-PARALLEL DOCUMENT-ALIGNED DATA APPLIED TO BILINGUAL LEXICON INDUCTION
  Ivan Vulić and Marie-Francine Moens
• » BOOSTING TRANSITION-BASED AMR PARSING WITH REFINED ACTIONS AND AUXILIARY ANALYZERS
  Chuan Wang, Nianwen Xue and Sameer Pradhan
• » BRAILLESUM: A NEWS SUMMARIZATION SYSTEM FOR THE BLIND AND VISUALLY IMPAIRED PEOPLE
  Xiaojun Wan and Yue Hu
• » CAN WE MAKE IT SIMPLER? UNSUPERVISED LEXICAL SIMPLIFICATION WITHOUT SIMPLIFIED CORPORA
  Goran Glavaš and Sanja Štajner
• » CCG SUPERTAGGING WITH A RECURRENT NEURAL NETWORK
  Wenduan Xu, Michael Auli and Stephen Clark
• » CO-SIMMATE: QUICK RETRIEVING ALL PAIRS OF CO-SIMRANK SCORES
  Yu Weiren
• » COMPACT LEXICON SELECTION WITH SPECTRAL METHODS
  Young-Bum Kim, Karl Stratos, Xiaohu Liu and Ruhi Sarikaya
• » CONSTRAINED SEMANTIC FOREST FOR IMPROVED DISCRIMINATIVE SEMANTIC PARSING
  Wei Lu
• » CONTEXT-DEPENDENT TRANSLATION SELECTION USING CONVOLUTIONAL NEURAL NETWORK
  Baotian Hu, Zhaopeng Tu, Zhengdong Lu and Hang Li
• » CROSS-LINGUAL TRANSFER OF NAMED ENTITY RECOGNIZERS WITHOUT PARALLEL CORPORA
  Ayah Zirikly and Masato Hagiwara
• » DEEP MARKOV NEURAL NETWORK FOR SEQUENTIAL DATA CLASSIFICATION
  Min Yang
• » 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 and Bill Dolan
• » DEPENDENCY LENGTH MINIMISATION EFFECTS IN SHORT SPANS: A LARGE-SCALE ANALYSIS OF ADJECTIVE PLACEMENT IN COMPLEX NOUN PHRASES
  Kristina Gulordava and Paola Merlo
• » DEPENDENCY RECURRENT NEURAL LANGUAGE MODELS FOR SENTENCE COMPLETION
  Piotr Mirowski and Andreas Vlachos
• » DEPENDENCY TREE-BASED CONVOLUTION FOR SENTENCE MODELING
  Mingbo Ma, Liang Huang, Bowen Zhou and Bing Xiang
• » DIALOGUE MANAGEMENT BASED ON SENTENCE CLUSTERING
  Wendong Ge and Bo Xu
• » DISCRIMINATIVE PREORDERING MEETS KENDALL'S $\TAU$ MAXIMIZATION
  Sho Hoshino, Yusuke Miyao, Katsuhito Sudoh, Katsuhiko Hayashi and Masaaki Nagata
• » DISTRIBUTIONAL NEURAL NETWORKS FOR AUTOMATIC RESOLUTION OF CROSSWORD PUZZLES
  Aliaksei Severyn, Massimo Nicosia, Gianni Barlacchi and Alessandro Moschitti
• » DOCUMENT CLASSIFICATION BY INVERSION OF DISTRIBUTED LANGUAGE REPRESENTATIONS
  Matt Taddy
• » DOCUMENT LEVEL TIME-ANCHORING FOR TIMELINE EXTRACTION
  Egoitz Laparra, Itziar Aldabe and German Rigau
• » DOMAIN-SPECIFIC PARAPHRASE EXTRACTION
  Ellie Pavlick, Juri Ganitkevitch, Benjamin Van Durme and Chris Callison-Burch
• » EARLY AND LATE COMBINATIONS OF CRITERIA FOR RERANKING DISTRIBUTIONAL THESAURI
  Olivier Ferret
• » EFFICIENT LEARNING FOR UNDIRECTED TOPIC MODELS
  Jiatao Gu and Victor O.K. Li
• » EMBEDDING METHODS FOR FINE GRAINED ENTITY TYPE CLASSIFICATION
  Dani Yogatama, Daniel Gillick and Nevena Lazic
• » EMOTION DETECTION IN CODE-SWITCHING TEXTS VIA BILINGUAL AND SENTI-MENTAL INFORMATION
  Zhongqing Wang, Sophia Lee, Shoushan Li and Guodong Zhou
• » EVALUATING MACHINE TRANSLATION SYSTEMS WITH SECOND LANGUAGE PROFICIENCY TESTS
  Takuya Matsuzaki, Akira Fujita, Naoya Todo and Noriko H. Arai
• » EVENT DETECTION AND DOMAIN ADAPTATION WITH CONVOLUTIONAL NEURAL NETWORKS
  Thien Huu Nguyen and Ralph Grishman
• » EXPLOITING IMAGE GENERALITY FOR LEXICAL ENTAILMENT DETECTION
  Douwe Kiela, Laura Rimell, Ivan Vulić and Stephen Clark
• » 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 and Marco Turchi
• » EXTENDED TOPIC MODEL FOR WORD DEPENDENCY
  Tong Wang and Ping Chen
• » FRAME-SEMANTIC ROLE LABELING WITH HETEROGENEOUS ANNOTATIONS
  Meghana Kshirsagar, Sam Thomson, Nathan Schneider, Jaime Carbonell, Noah A. Smith and Chris Dyer
• » FRAMENET+: FAST PARAPHRASTIC TRIPLING OF FRAMENET
  Ellie Pavlick, Travis Wolfe, Pushpendre Rastogi, Chris Callison-Burch, Mark Dredze and Benjamin Van Durme
• » GENERATING OVERSPECIFIED REFERRING EXPRESSIONS: THE ROLE OF DISCRIMINATION
  Ivandré Paraboni, Michelle Galindo and Douglas Iacovelli
• » GENERATIVE INCREMENTAL DEPENDENCY PARSING WITH NEURAL NETWORKS
  Jan Buys and Phil Blunsom
• » GROUND TRUTH FOR GRAMMATICALITY CORRECTION METRICS
  Courtney Napoles, Keisuke Sakaguchi, Joel Tetreault and Matt Post
• » GROUNDING SEMANTICS IN OLFACTORY PERCEPTION
  Douwe Kiela, Luana Bulat and Stephen Clark
• » HARNESSING CONTEXT INCONGRUITY FOR SARCASM DETECTION
  Aditya Joshi, Vinita Sharma and Pushpak Bhattacharyya
• » HOW WELL DO DISTRIBUTIONAL MODELS CAPTURE DIFFERENT TYPES OF SEMANTIC KNOWLEDGE?
  Dana Rubinstein, Effi Levi, Roy Schwartz and Ari Rappoport
• » I DO NOT DISAGREE: LEVERAGING MONOLINGUAL ALIGNMENT TO DETECT DISAGREEMENT IN DIALOGUE
  Ajda Gokcen and Marie-Catherine de Marneffe
• » IF ALL YOU HAVE IS A BIT OF THE BIBLE: LEARNING POS TAGGERS FOR TRULY LOW-RESOURCE LANGUAGES
  Željko Agić, Dirk Hovy and Anders Søgaard
• » IMPROVING DISTANT SUPERVISION USING INFERENCE LEARNING
  Roland Roller, Eneko Agirre, Aitor Soroa and Mark Stevenson
• » IMPROVING DISTRIBUTED REPRESENTATION OF WORD SENSE VIA WORDNET GLOSS COMPOSITION AND CONTEXT CLUSTERING
  Tao Chen, Ruifeng Xu, Xuan Wang and Yulan He
• » IMPROVING LEXICALIZED REORDERING MODELS WITH SYNONYMOUS AND MORPHOLOGICAL INFORMATION
  Zhenxin Yang, Miao Li, Zede Zhu, Lei Chen and Linyu Wei
• » IMPROVING PIVOT TRANSLATION BY REMEMBERING THE PIVOT
  Akiva Miura, Graham Neubig, Sakriani Sakti, Tomoki Toda and Satoshi Nakamura
• » IWNLP: INVERSE WIKTIONARY FOR NATURAL LANGUAGE PROCESSING
  Matthias Liebeck and Stefan Conrad
• » KLCPOS3 -- A LANGUAGE SIMILARITY MEASURE FOR DELEXICALIZED PARSER TRANSFER
  Rudolf Rosa and Zdenek Zabokrtsky
• » LABELED GRAMMAR INDUCTION WITH MINIMAL SUPERVISION
  Yonatan Bisk, Christos Christodoulopoulos and Julia Hockenmaier
• » LANGUAGE IDENTIFICATION AND MODELING IN SPECIALIZED HARDWARE
  Kenneth Heafield, Rohan Kshirsagar and Santiago Barona
• » LANGUAGE MODELS FOR IMAGE CAPTIONING: THE QUIRKS AND WHAT WORKS
  Margaret Mitchell, Hao Fang, Hao Cheng, Saurabh Gupta, Jacob Devlin and Geoffrey Zweig
• » LEARNING CROSS-LINGUAL WORD EMBEDDINGS VIA MATRIX CO-FACTORIZATION
  Tianze Shi, Zhiyuan Liu, Yang Liu and Maosong Sun
• » LEARNING FROM ARTIFICIALLY DISTRIBUTED DATA: THE WORD CONFUSION CASE
  Benjamin Gottesman
• » LEARNING HIDDEN MARKOV MODELS WITH DISTRIBUTED STATE REPRESENTATIONS FOR DOMAIN ADAPTATION
  Min Xiao and Yuhong Guo
• » LEARNING HYBRID REPRESENTATIONS TO RETRIEVE SEMANTICALLY EQUIVALENT QUESTIONS
  Cicero dos Santos, Luciano Barbosa, Dasha Bogdanova and Bianca Zadrozny
• » LEARNING LANGUAGE THROUGH PICTURES
  Grzegorz Chrupała, Ákos Kádár and Afra Alishahi
• » LEARNING LEXICAL EMBEDDINGS WITH SYNTACTIC AND LEXICOGRAPHIC KNOWLEDGE
  Tong Wang, Abdelrahman Mohamed and Graeme Hirst
• » LEARNING SUMMARY PRIOR IN EXTRACTIVE SUMMARIZATION
  Ziqiang Cao, Furu Wei, Sujian Li and Wenjie Li
• » LEARNING TO MINE QUERY SUBTOPICS FROM QUERY LOG
  Zhenzhong Zhang, Le Sun and Xianpei Han
• » LEARNING TOPIC HIERARCHIES FOR WIKIPEIDA CATEGORIES
  Linmei Hu, Xuzhong Wang, Juanzi Li and Xiaoli Li
• » LEARNING WORD REORDERINGS FOR HIERARCHICAL PHRASE-BASED STATISTICAL MACHINE TRANSLATION
  Jingyi Zhang, Masao Utiyama, Eiichro Sumita and Hai Zhao
• » LEXICAL COMPARISON BETWEEN WIKIPEDIA AND TWITTER CORPORA BY USING WORD EMBEDDINGS
  Luchen Tan, Haotian Zhang, Charles Clarke and Mark Smucker
• » LEXICON STRATIFICATION FOR TRANSLATING OUT-OF-VOCABULARY WORDS
  Yulia Tsvetkov and Chris Dyer
• » LIFELONG LEARNING FOR SENTIMENT CLASSIFICATION
  Zhiyuan Chen, Nianzu Ma and Bing Liu
• » LINGUISTIC TEMPLATE EXTRACTION FOR RECOGNIZING READER-EMOTION AND EMOTIONAL RESONANCE WRITING ASSISTANCE
  Yung-Chun Chang, Cen-Chieh Chen, Yu-lun Hsieh and Wen-Lian Hsu
• » LOW RESOURCE DEPENDENCY PARSING: CROSS-LINGUAL PARAMETER SHARING IN A NEURAL NETWORK PARSER
  Long Duong, Trevor Cohn, Steven Bird and Paul Cook
• » LOW-RANK TENSORS FOR VERBS IN COMPOSITIONAL DISTRIBUTIONAL SEMANTICS
  Daniel Fried, Tamara Polajnar and Stephen Clark
• » MACHINE COMPREHENSION WITH SYNTAX, FRAMES, AND SEMANTICS
  Hai Wang, Mohit Bansal, Kevin Gimpel and David McAllester
• » MEASURING IDIOSYNCRATIC INTERESTS IN CHILDREN WITH AUTISM SPECTRUM DISORDER
  Masoud Rouhizadeh, Emily Prud'hommeaux, Jan van Santen and Richard Sproat
• » MODEL ADAPTATION FOR PERSONALIZED OPINION ANALYSIS
  Mohammad Al Boni, Keira Zhou and Hongning Wang
• » MULTI-DOMAIN DIALOG STATE TRACKING USING RECURRENT NEURAL NETWORKS
  Nikola Mrksic, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gasic, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen and Steve Young
• » MULTI-PASS DECODING WITH COMPLEX FEATURES GUIDANCE IN STATISTICAL MACHINE TRANSLATION
  Benjamin Marie and Aurélien Max
• » NON-DISTRIBUTIONAL WORD VECTOR REPRESENTATIONS
  Manaal Faruqui and Chris Dyer
• » NON-LINEAR TEXT REGRESSION WITH A DEEP CONVOLUTIONAL NEURAL NETWORK
  Zsolt Bitvai and Trevor Cohn
• » ON METRIC EMBEDDING FOR BOOSTING SEMANTIC SIMILARITY COMPUTATIONS
  Julien Subercaze, Christophe Gravier and Frédérique Laforest
• » ON THE IMPORTANCE OF EZAFE CONSTRUCTION IN PERSIAN PARSING
  Alireza Nourian, Mohammad Sadegh Rasooli, Mohsen Imany and Heshaam Faili
• » ON THE USEFULNESS OF MACHINE TRANSLATION QUALITY ESTIMATION FOR HUMAN POST-EDITORS
  Marco Turchi, Matteo Negri and Marcello Federico
• » ONE TENSE PER SCENE: PREDICTING TENSE IN CHINESE CONVERSATIONS
  Tao Ge, Heng Ji, Baobao Chang and Zhifang Sui
• » OPEN IE AS AN INTERMEDIATE STRUCTURE FOR SEMANTIC TASKS
  Gabriel Stanovsky, Ido Dagan and Mausam
• » ORTHOGRAPHIC EVIDENCE IN COGNATE-ETYMON DISCRIMINATION
  Alina Maria Ciobanu and Liviu P. Dinu
• » PAINLESS LABELING WITH APPLICATION TO TEXT MINING
  Sajib Dasgupta
• » POINT PROCESS MODELLING OF RUMOUR DYNAMICS IN SOCIAL MEDIA
  Michal Lukasik, Trevor Cohn and Kalina Bontcheva
• » PPDB 2.0: BETTER PARAPHRASE RANKING, FINE-GRAINED ENTAILMENT RELATIONS, WORD EMBEDDINGS, AND STYLE CLASSIFICATION
  Ellie Pavlick, Pushpendre Rastogi, Juri Ganitkevitch, Benjamin Van Durme and Chris Callison-Burch
• » PRE-TRAINING OF HIDDEN-UNIT CRFS
  Young-Bum Kim, Karl Stratos and Ruhi Sarikaya
• » PREDICTING VALENCE-AROUSAL RATINGS OF WORDS USING A WEIGHTED GRAPH METHOD
  Liang-Chih Yu, Jin Wang, K. Robert Lai and Xue-jie Zhang
• » RADICAL EMBEDDING: DELVING DEEPER TO CHINESE RADICALS
  Xinlei Shi, Xudong Yang, Zehua Xie, Junjie Zhai and Chao Liu
• » RECOVERING DROPPED PRONOUNS FROM CHINESE TEXT MESSAGES
  Yaqin Yang, Yalin Liu and Nianwen Xue
• » RECURRENT NEURAL NETWORK BASED RULE SEQUENCE MODEL FOR STATISTICAL MACHINE TRANSLATION
  Heng Yu
• » REDUCING INFREQUENT-TOKEN PERPLEXITY VIA VARIATIONAL CORPORA
  Yusheng Xie and Alok Choudhary
• » REPRESENTATION BASED TRANSLATION EVALUATION METRICS
  Boxing Chen and Hongyu Guo
• » RETRIEVAL OF RESEARCH-LEVEL MATHEMATICAL INFORMATION NEEDS: A TEST COLLECTION AND TECHNICAL TERMINOLOGY EXPERIMENT
  Yiannos Stathopoulos and Simone Teufel
• » RHETORIC MAP OF AN ANSWER TO COMPOUND QUERIES
  Boris Galitsky, Dmitry Ilvovsky and Sergey O. Kuznetsov
• » RULE-BASED ENTITY LINKING FOR THE BIOMEDICAL DOMAIN
  Jennifer D'Souza and Vincent Ng
• » SEED-BASED EVENT TRIGGER LABELING: HOW FAR CAN EVENT DESCRIPTIONS GET US?
  Ofer Bronstein, Ido Dagan, Qi Li, Heng Ji and Anette Frank
• » SEMANTIC ANALYSIS AND HELPFULNESS PREDICTION OF TEXT FOR ONLINE PRODUCT REVIEWS
  Yinfei Yang, Yaowei Yan and Forrest Bao
• » SEMANTIC INTERPRETATION OF SUPERLATIVE EXPRESSIONS VIA STRUCTURED KNOWLEDGE BASES
  Zhang Sheng, Yansong Feng, Songfang Huang, Kun Xu and Dongyan Zhao
• » SEMANTIC STRUCTURE ANALYSIS OF NOUN PHRASES USING ABSTRACT MEANING REPRESENTATION
  Yuichiro Sawai, Hiroyuki Shindo and Yuji Matsumoto
• » SEMI-STACKING FOR SEMI-SUPERVISED SENTIMENT CLASSIFICATION
  Shoushan Li, Jingjing Wang, Lei Huang and Guodong Zhou
• » SPECTRAL SEMI-SUPERVISED DISCOURSE RELATION CLASSIFICATION
  Robert Fisher
• » STUDY ON DISCOVERY OF NATURAL TYPING ANNOTATIONS: USER-PRODUCED POTENTIAL CHINESE WORD DELIMITERS
  Dakui Zhang, Yu Mao, Yang Liu, Hanshi Wang, Chuyuan Wei and Shiping Tang
• » SYNTHETIC WORD PARSING IMPROVES CHINESE WORD SEGMENTATION
  Fei Cheng, Kevin Duh and Yuji Matsumoto
• » TACKLING SPARSITY, THE ACHILLES HEEL OF SOCIAL NETWORKS: LANGUAGE MODEL SMOOTHING VIA SOCIAL REGULARIZATION
  Rui Yan
• » TAGGING PERFORMANCE CORRELATES NEGATIVELY WITH AUTHOR AGE
  Anders Søgaard and Dirk Hovy
• » THE FIXED-SIZE ORDINALLY-FORGETTING ENCODING METHOD FOR NEURAL NETWORK LANGUAGE MODELS
  Shiliang Zhang, Hui Jiang, Mingbin Xu, Junfeng Hou and Lirong Dai
• » THE IMPACT OF LISTENER GAZE ON PREDICTING REFERENCE RESOLUTION
  Nikolina Koleva, Martin Villalba, Maria Staudte and Alexander Koller
• » THE MEDIA FRAMES CORPUS: ANNOTATIONS OF FRAMES ACROSS ISSUES
  Dallas Card, Amber E. Boydstun, Justin H. Gross, Philip Resnik and Noah A. Smith
• » THE USERS WHO SAY 'NI': AUDIENCE IDENTIFICATION IN CHINESE-LANGUAGE RESTAURANT REVIEWS
  Rob Voigt and Dan Jurafsky
• » 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 and Alessandro Moschitti
• » TIBETAN UNKNOWN WORD IDENTIFICATION FROM NEWS CORPORA FOR SUPPORTING LEXICON-BASED TIBETAN WORD SEGMENTATION
  Minghua Nuo, Huidan Liu, Congjun Long and Jian Wu
• » TOWARDS A CONTEXTUAL PRAGMATIC MODEL TO DETECT IRONY IN TWEETS
  Jihen Karoui, Benamara Farah, Véronique MORICEAU, Nathalie Aussenac-Gilles and Lamia Hadrich-Belguith
• » TR9856: A MULTI-WORD TERM RELATEDNESS BENCHMARK
  Ran Levy, Liat Ein-Dor, Shay Hummel, Ruty Rinott and Noam Slonim
• » TWITTER USER GEOLOCATION USING A UNIFIED TEXT AND NETWORK PREDICTION MODEL
  Afshin Rahimi, Trevor Cohn and Timothy Baldwin
• » UNRAVEL—A DECIPHERMENT TOOLKIT
  Malte Nuhn, Julian Schamper and Hermann Ney
• » UNSUPERVISED DECOMPOSITION OF A MULTI-AUTHOR DOCUMENT BASED ON NAIVE-BAYESIAN MODEL
  Khaled Aldebei, Prof. Xiangjian He and Prof Jie Yang
• » UNSUPERVISED EXTRACTIVE SUMMARIZATION VIA COVERAGE MAXIMIZATION WITH SYNTACTIC AND SEMANTIC CONCEPTS
  Natalie Schluter and Anders Søgaard
• » USER BASED AGGREGATION FOR BITERM TOPIC MODEL
  Weizheng Chen, Yan Zhang, Hongfei Yan and Xiaoming Li
• » USING PROSODIC ANNOTATIONS TO IMPROVE COREFERENCE RESOLUTION OF SPOKEN TEXT
  Ina Roesiger and Arndt Riester
• » USING TWEETS TO HELP SENTENCE COMPRESSION FOR NEWS HIGHLIGHTS GENERATION
  Zhongyu Wei, Yang Liu and Chen Li
• » WHAT’S IN A DOMAIN? ANALYZING GENRE AND TOPIC DIFFERENCES IN STATISTICAL MACHINE TRANSLATION
  Marlies van der Wees, Arianna Bisazza, Wouter Weerkamp and Christof Monz
• » WORD EMBEDDING CLUSTERING AND CONVOLUTIONAL NEURAL NETWORK FOR SHORT TEXT CATEGORIZATION
  Peng Wang, Jiaming Xu, Bo Xu, Chenglin Liu, Fangyuan Wang and Hongwei Hao
• » WORD ORDER TYPOLOGY THROUGH MULTILINGUAL WORD ALIGNMENT
  Robert Östling
• » WORD-BASED JAPANESE TYPED DEPENDENCY PARSING WITH GRAMMATICAL FUNCTION ANALYSIS
  Takaaki Tanaka and Masaaki Nagata
• » ZERO PRONOUN RESOLUTION WITH DISCOURSE INFORMATION
  Chen Chen and Vincent Ng
• » ZOOM: A CORPUS OF NATURAL LANGUAGE DESCRIPTIONS OF MAP LOCATIONS
  Ivana Altamirano, Thiago Ferreira, Ivandré Paraboni and Luciana Benotti