»
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
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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 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
»
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
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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
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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
»
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