A BAMBARA TONALIZATION SYSTEM FOR WORD SENSE DISAMBIGUATION USING DIFFERENTIAL CODING, SEGMENTATION AND EDIT OPERATION FILTERING
Luigi (YuCheng) LIU and Damien Nouvel
A COMPUTATIONAL STUDY ON WORD MEANINGS AND THEIR DISTRIBUTED REPRESENTATIONS VIA POLYMODAL EMBEDDING
Joohee Park and sung-hyon myaeng
A NEURAL LANGUAGE MODEL FOR DYNAMICALLY INFERRING THE MEANINGS OF UNKNOWN WORDS IN A DISCOURSE
Sosuke Kobayashi, Naoaki Okazaki and Kentaro Inui
A SENSITIVITY ANALYSIS OF (AND PRACTITIONERS’ GUIDE TO) CONVOLUTIONAL NEURAL NETWORKS FOR SENTENCE CLASSIFICATION
Ye Zhang and Byron Wallace
ABSTRACTIVE MULTI-DOCUMENT SUMMARIZATION BY PARTIAL TREE EXTRACTION, RECOMBINATION AND LINEARIZATION
Litton J Kurisinkel, Yue Zhang and Vasudeva Varma
ACQUISITION AND ASSESSMENT OF SEMANTIC CONTENT FOR THE GENERATION OF ELABORATENESS AND INDIRECTNESS IN SPOKEN DIALOGUE SYSTEMS
Louisa Pragst, Koichiro Yoshino, Wolfgang Minker, Satoshi Nakamura and Stefan Ultes
AN EMPIRICAL ANALYSIS OF MULTIPLE-TURN REASONING STRATEGIES IN READING COMPREHENSION TASKS
Yelong Shen, Xiaodong Liu, Kevin Duh and Jianfeng Gao
AN ENSEMBLE METHOD WITH SENTIMENT FEATURES AND CLUSTERING SUPPORT
Nguyen Huy Tien and Nguyen Minh Le
AN EXPLORATION OF NEURAL SEQUENCE-TO-SEQUENCE ARCHITECTURES FOR AUTOMATIC POST-EDITING
Marcin Junczys-Dowmunt and Roman Grundkiewicz
ASSESSING THE VERIFIABILITY OF ATTRIBUTIONS IN NEWS TEXT
Edward Newell, Ariane Schang, Drew Margolin and Derek Ruths
ATTENTIVE LANGUAGE MODELS
Giancarlo Salton, Robert Ross and John Kelleher
AUTOMATED HISTORICAL FACT-CHECKING BY PASSAGE RETRIEVAL, WORD STATISTICS, AND VIRTUAL QUESTION-ANSWERING
Mio Kobayashi, Ai Ishii, Chikara Hoshino, Hiroshi Miyashita and Takuya Matsuzaki
AUTOMATICALLY EXTRACTING VARIANT-NORMALIZATION PAIRS FOR JAPANESE TEXT NORMALIZATION
Itsumi Saito, kyosuke nishida, Kugatsu Sadamitsu, Kuniko Saito and Jyunji Tomato
BETWEEN READING TIME AND SYNTACTIC/SEMANTIC CATEGORIES
Masayuki Asahara and Sachi Kato
BILINGUAL WORD EMBEDDINGS FOR BILINGUAL TERMINOLOGY EXTRACTION FROM SPECIALIZED COMPARABLE CORPORA
Amir Hazem and Emmanuel Morin
CAPTURING LONG-RANGE CONTEXTUAL DEPENDENCIES WITH MEMORY-ENHANCED CONDITIONAL RANDOM FIELDS
Fei Liu, Timothy Baldwin and Trevor Cohn
CASCADING MULTIWAY ATTENTIONS FOR DOCUMENT-LEVEL SENTIMENT CLASSIFICATION
Dehong Ma, Sujian Li, Xiaodong Zhang and Houfeng WANG
CHARACTER-BASED JOINT SEGMENTATION AND POS TAGGING FOR CHINESE USING BIDIRECTIONAL RNN-CRF
Yan Shao, Christian Hardmeier, Jörg Tiedemann and Joakim Nivre
CHAT DISENTANGLEMENT: A REPLY ORIENTED APPROACH
Shikib Mehri and Giuseppe Carenini
COMBINING LIGHTLY-SUPERVISED TEXT CLASSIFICATION MODELS FOR ACCURATE CONTEXTUAL ADVERTISING
Yiping Jin, Dittaya Wanvarie and Phu Le
CONCEPT-MAP-BASED MULTI-DOCUMENT SUMMARIZATION USING CONCEPT CO-REFERENCE RESOLUTION AND GLOBAL IMPORTANCE OPTIMIZATION
Tobias Falke and Iryna Gurevych
CONTEXT-AWARE SMOOTHING FOR NEURAL MACHINE TRANSLATION
Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita and Tiejun Zhao
CONVOLUTIONAL NEURAL NETWORK WITH WORD EMBEDDINGS FOR CHINESE WORD SEGMENTATION
Chunqi Wang
COORDINATION BOUNDARY IDENTIFICATION WITH SIMILARITY AND REPLACEABILITY
Hiroki Teranishi, Hiroyuki Shindo and Yuji Matsumoto
COURSE CONCEPT EXTRACTION IN MOOCS VIA EMBEDDING-BASED GRAPH PROPAGATION
Liangming Pan, Xiaochen Wang, Juanzi Li and Jie Tang
CROSS-LINGUAL SENTIMENT ANALYSIS WITHOUT (GOOD) TRANSLATION
Mohamed Abdalla and Graeme Hirst
DAILYDIALOG: A MANUALLY LABELLED MULTI-TURN DIALOGUE DATASET
Yanran Li, Hui Su, Xiaoyu Shen and Wenjie Li
DATASET FOR A NEURAL NATURAL LANGUAGE INTERFACE FOR DATABASES (NNLIDB)
Florin Brad, Radu Cristian Alexandru Iacob, Ionel Alexandru Hosu and Traian Rebedea
DEMOGRAPHIC WORD EMBEDDINGS FOR RACISM DETECTION ON TWITTER
Mohammed Hasanuzzaman, Gaël Dias and Andy Way
DEPENDENCY PARSING WITH PARTIAL ANNOTATIONS: AN EMPIRICAL COMPARISON
Yue Zhang, Zhenghua Li, Jun Lang, Qingrong Xia and Min Zhang
DIACHRONY-AWARE INDUCTION OF BINARY LATENT REPRESENTATIONS FROM TYPOLOGICAL FEATURES
Yugo Murawaki
DISTRIBUTIONAL MODEL ON A DIET: ONE-SHOT WORD LEARNING FROM TEXT ONLY
Su Wang, Stephen Roller and Katrin Erk
DOMAIN ADAPTATION FROM USER-LEVEL FACEBOOK MODELS TO COUNTY-LEVEL TWITTER PREDICTIONS
Daniel Rieman, Lyle Ungar, H. Andrew Schwartz and Kokil Jaidka
DOMAIN-ADAPTABLE HYBRID GENERATION OF RDF ENTITY DESCRIPTIONS
Or Biran and Kathleen McKeown
EMBRACING NON-TRADITIONAL LINGUISTIC RESOURCES FOR LOW-RESOURCE LANGUAGE NAME TAGGING
Boliang Zhang, Di Lu, Xiaoman Pan, Ying Lin, Halidanmu Abudukelimu, Heng Ji and Kevin Knight
ENABLING TRANSITIVITY FOR LEXICAL INFERENCE ON CHINESE VERBS USING PROBABILISTIC SOFT LOGIC
Wei-Chung Wang and Lun-Wei Ku
END-TO-END NETWORK FOR TWITTER GEOLOCATION PREDICTION AND HASHING
Jey Han Lau, Lianhua Chi, Khoi-Nguyen Tran and Trevor Cohn
END-TO-END TASK-COMPLETION NEURAL DIALOGUE SYSTEMS
Xiujun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao and Asli Celikyilmaz
ES-LDA: ENTITY SUMMARIZATION USING KNOWLEDGE-BASED TOPIC MODELING
Seyedamin Pouriyeh, Mehdi Allahyari, Krzysztof Kochut and Gong Cheng
ESTIMATING REACTIONS AND RECOMMENDING PRODUCTS WITH GENERATIVE MODELS OF REVIEWS
Jianmo Ni, Zachary C. Lipton, Sharad Vikram and Julian McAuley
EVALUATING LAYERS OF REPRESENTATION IN NEURAL MACHINE TRANSLATION ON PART-OF-SPEECH AND SEMANTIC TAGGING TASKS
Yonatan Belinkov, Lluís Màrquez, Hassan Sajjad, Nadir Durrani, Fahim Dalvi and James Glass
EVENT ARGUMENT IDENTIFICATION WITH NEURAL NETWORKS
Alex Judea and Michael Strube
EVENT ORDERING WITH A GENERALIZED MODEL FOR SIEVE PREDICTION RANKING
Bill McDowell, Nathanael Chambers, Alexander Ororbia II and David Reitter
EXPLOITING DOCUMENT-LEVEL INFORMATION TO IMPROVE EVENT DETECTION VIA RECURRENT NEURAL NETWORKS
Shaoyang Duan, Ruifang He and Wenli Zhao
EXTRACTION OF GENE-ENVIRONMENT INTERACTION FROM THE BIOMEDICAL LITERATURE
Jinseon You, Jin-Woo Chung, Wonsuk Yang and Jong C. Park
FINDING DOMINANT USER UTTERANCES AND SYSTEM RESPONSES IN CONVERSATIONS Dhiraj Madan and Sachindra Joshi
GENERATING A TRAINING CORPUS FOR OCR POST-CORRECTION USING ENCODER-DECODER MODEL
Eva D'hondt, Cyril Grouin and Brigitte Grau
GEOGRAPHICAL EVALUATION OF WORD EMBEDDINGS
Michal Konkol, Tomáš Brychcín, Michal Nykl and Tomáš Hercig
GLOBAL RECURRENT STRUCTURE ADDRESSING DOMAIN ADAPTION FOR CHINESE WORD SEGMENTATION
Shen Huang and Houfeng WANG
GRAMMATICAL ERROR DETECTION USING ERROR- AND GRAMMATICALITY-SPECIFIC WORD EMBEDDINGS
Masahiro Kaneko, Yuya Sakaizawa and Mamoru Komachi
GRAPH BASED SENTIMENT AGGREGATION USING CONCEPTNET ONTOLOGY
Srikanth Tamilselvam, Seema Nagar, Abhijit Mishra and Kuntal Dey
IDENTIFYING USAGE EXPRESSION SENTENCES IN CONSUMER PRODUCT REVIEWS
Shibamouli Lahiri, V.G.Vinod Vydiswaran and Rada Mihalcea
IDENTITY DECEPTION DETECTION
Verónica Pérez-Rosas, Quincy Davenport, Anna Dai, Mohamed Abouelenien and Rada Mihalcea
IMAGE-GROUNDED CONVERSATIONS: MULTIMODAL CONTEXT FOR NATURAL QUESTION AND RESPONSE GENERATION
Nasrin Mostafazadeh, Chris Brockett, Bill Dolan, Michel Galley, Jianfeng Gao, Georgios Spithourakis and Lucy Vanderwende
IMAGINATION IMPROVES MULTIMODAL TRANSLATION
Desmond Elliott and Ákos Kádár
IMPLICIT SYNTACTIC FEATURES FOR TARGET-DEPENDENT SENTIMENT ANALYSIS
yuze gao and yue zhang
IMPROVING IMPLICIT SEMANTIC ROLE LABELING BY PREDICTING SEMANTIC FRAME ARGUMENTS
Quynh Ngoc Thi Do, Steven Bethard and Marie-Francine Moens
IMPROVING NEURAL MACHINE TRANSLATION THROUGH PHRASE-BASED FORCED DECODING
Jingyi Zhang, Masao Utiyama, Eiichro Sumita, Graham Neubig and Satoshi Nakamura
IMPROVING SEQUENCE TO SEQUENCE NEURAL MACHINE TRANSLATION BY UTILIZING SYNTACTIC DEPENDENCY INFORMATION
An Nguyen Le, Ander Martinez, Akifumi Yoshimoto and Yuji Matsumoto
INFERENCE IS EVERYTHING: RECASTING SEMANTIC RESOURCES INTO A UNIFIED EVALUATION FRAMEWORK
Aaron Steven White, Pushpendre Rastogi, Kevin Duh and Benjamin Van Durme
INFORMATION BOTTLENECK INSPIRED METHOD FOR CHAT TEXT SEGMENTATION
S Vishal, Mohit Yadav, Lovekesh Vig and Gautam Shroff
INTEGRATING SUBJECT, TYPE, AND PROPERTY IDENTIFICATION FOR SIMPLE QUESTION ANSWERING OVER KNOWLEDGE BASE
Wei-Chuan Hsiao, Hen-Hsen Huang and Hsin-Hsi Chen
JOINT LEARNING OF DIALOG ACT SEGMENTATION AND RECOGNITION IN SPOKEN DIALOG USING NEURAL NETWORKS
Tianyu Zhao and Tatsuya Kawahara
LEARNING HOW TO SIMPLIFY FROM EXPLICIT LABELING OF COMPLEX-SIMPLIFIED TEXT PAIRS
Fernando Alva-Manchego, Joachim Bingel, Gustavo Paetzold, Carolina Scarton and Lucia Specia
LEARNING TO DIAGNOSE: ASSIMILATING CLINICAL NARRATIVES USING DEEP REINFORCEMENT LEARNING
Yuan Ling, Sadid A. Hasan, Vivek Datla, Ashequl Qadir, Kathy Lee, Joey Liu and Oladimeji Farri
LEARNING TRANSFERABLE REPRESENTATION FOR BILINGUAL RELATION EXTRACTION VIA CONVOLUTIONAL NEURAL NETWORKS
Bonan Min, Zhuolin Jiang, Marjorie Freedman and Ralph Weischedel
LENGTH, INTERCHANGEABILITY, AND EXTERNAL KNOWLEDGE: OBSERVATIONS FROM PREDICTING ARGUMENT CONVINCINGNESS
Peter Potash and Anna Rumshisky
LEVERAGING AUXILIARY TASKS FOR DOCUMENT-LEVEL CROSS-DOMAIN SENTIMENT CLASSIFICATION
Jianfei Yu and Jing Jiang
LEVERAGING DISCOURSE INFORMATION EFFECTIVELY FOR AUTHORSHIP ATTRIBUTION
Elisa Ferracane, Su Wang and Raymond Mooney
LOCAL MONOTONIC ATTENTION MECHANISM FOR END-TO-END SPEECH AND LANGUAGE PROCESSING
Andros Tjandra, Sakriani Sakti and Satoshi Nakamura
MEASURING SEMANTIC RELATIONS BETWEEN HUMAN ACTIVITIES
Steven Wilson and Rada Mihalcea
MIPA: MUTUAL INFORMATION BASED PARAPHRASE ACQUISITION VIA BILINGUAL PIVOTING
Tomoyuki Kajiwara, Mamoru Komachi and Daichi Mochihashi
MODELING ARGUMENT PERSUASIVENESS
Isaac Persing and Vincent Ng
MULTI-TASK LEARNING FOR SPEAKER-ROLE ADAPTATION IN NEURAL CONVERSATION MODELS
Yi Luan, Chris Brockett, Bill Dolan, Jianfeng Gao and Michel Galley
MULTILINGUAL HIERARCHICAL ATTENTION NETWORKS FOR DOCUMENT CLASSIFICATION
Nikolaos Pappas and Andrei Popescu-Belis
NAMED ENTITY RECOGNITION WITH STACK RESIDUAL LSTM AND TRAINABLE BIAS DECODING
Quan Tran, Andrew MacKinlay and Antonio Jimeno Yepes
NATURAL LANGUAGE INFERENCE FROM MULTIPLE PREMISES
Alice Lai, Yonatan Bisk and Julia Hockenmaier
NEURAL PROBABILISTIC MODEL FOR NON-PROJECTIVE MST PARSING
Xuezhe Ma and Eduard Hovy
NEURAMANTEAU: A NEURAL NETWORK ENSEMBLE MODEL FOR LEXICAL BLENDS
Kollol Das and DR SHAONA GHOSH
NMT OR SMT: CASE STUDY OF A NARROW-DOMAIN ENGLISH-LATVIAN POST-EDITING PROJECT
Inguna Skadina and Mārcis Pinnis
ON MODELING SENSE RELATEDNESS IN MULTI-PROTOTYPE WORD EMBEDDING
Yixin Cao, Jiaxin Shi, Juanzi Li and Zhiyuan Liu
OPEN RELATION EXTRACTION AND GROUNDING
Dian Yu and Heng Ji
PREDICTING USERS' NEGATIVE FEEDBACKS IN MULTI-TURN HUMAN-COMPUTER DIALOGUES
Xin Wang, Jianan Wang, Yuanchao Liu, Baoxun Wang, Zhuoran Wang and Xiaolong Wang
PROCEDURAL TEXT GENERATION FROM AN EXECUTION VIDEO
Atsushi Ushiku, Hayato Hashimoto, Atsushi Hashimoto and Shinsuke Mori
RECOGNIZING EXPLICIT AND IMPLICIT HATE SPEECH USING A WEAKLY SUPERVISED TWO-PATH BOOTSTRAPPING APPROACH
Lei Gao, Alexis Kuppersmith and Ruihong Huang
REUSING NEURAL SPEECH REPRESENTATIONS FOR AUDITORY EMOTION RECOGNITION
Egor Lakomkin, Sven Magg, Cornelius Weber and Stefan Wermter
ROLES AND SUCCESS IN WIKIPEDIA TALK PAGES: IDENTIFYING LATENT PATTERNS OF BEHAVIOR
Keith Maki, Michael Yoder, Yohan Jo and Carolyn Rosé
SELECTIVE DECODING FOR CROSS-LINGUAL OPEN INFORMATION EXTRACTION
Sheng Zhang, Kevin Duh and Benjamin Van Durme
SEMANTIC DOCUMENT DISTANCE MEASURES AND UNSUPERVISED DOCUMENT REVISION DETECTION
Xiaofeng Zhu, Diego Klabjan and Patrick Bless
SENTENCE MODELING WITH DEEP NEURAL ARCHITECTURE USING LEXICON AND CHARACTER ATTENTION MECHANISM FOR SENTIMENT CLASSIFICATION
Huy-Thanh Nguyen and Minh-Le Nguyen
SUMMARIZING LENGTHY QUESTIONS
Tatsuya Ishigaki, Hiroya Takamura and Manabu Okumura
TAG-ENHANCED TREE-STRUCTURED NEURAL NETWORKS FOR IMPLICIT DISCOURSE RELATION CLASSIFICATION
Yizhong Wang and Sujian Li
TEXT SENTIMENT ANALYSIS BASED ON FUSION OF STRUCTURAL INFORMATION AND SERIALIZATION INFORMATION
厚瑜 龚, Ling Gan and Houyu Gong
TOWARDS BOOTSTRAPPING A POLARITY SHIFTER LEXICON USING LINGUISTIC FEATURES
Marc Schulder, Michael Wiegand, Josef Ruppenhofer and Benjamin Roth
TOWARDS NEURAL MACHINE TRANSLATION WITH PARTIALLY ALIGNED CORPORA
Yining Wang, Yang Zhao, Jiajun Zhang and Chengqing Zong
TRAINING WORD SENSE EMBEDDINGS WITH LEXICON-BASED REGULARIZATION
Luis Nieto Piña and Richard Johansson
TURNING DISTRIBUTIONAL THESAURI INTO WORD VECTORS FOR SYNONYM EXTRACTION AND EXPANSION
Olivier Ferret
UNDERSTANDING AND IMPROVING MORPHOLOGICAL LEARNING IN THE NEURAL MACHINE TRANSLATION DECODER
Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Yonatan Belinkov and Stephan Vogel
UNSUPERVISED SEGMENTATION OF PHONEME SEQUENCES BASED ON PITMAN-YOR SEMI-MARKOV MODEL USING PHONEME LENGTH CONTEXT
Ryu Takeda and Kazunori Komatani
USING EXPLICIT DISCOURSE CONNECTIVES IN TRANSLATION FOR IMPLICIT DISCOURSE RELATION CLASSIFICATION
Wei Shi, Frances Yung, Raphael Rubino and Vera Demberg
WHAT DOES ATTENTION IN NEURAL MACHINE TRANSLATION PAY ATTENTION TO?
Hamidreza Ghader and Christof Monz
WINER: A WIKIPEDIA ANNOTATED CORPUS FOR NAMED ENTITY RECOGNITION
Abbas Ghaddar and Phillippe Langlais
WORD ORDERING AS UNSUPERVISED LEARNING TOWARDS SYNTACTICALLY PLAUSIBLE WORD REPRESENTATIONS
Noriki Nishida and Hideki Nakayama