NAACL 2018 接受论文列表地https://naacl2018.wordpress.com/2018/03/02/list-of-accepted-papers/
详细如下：
A BI-MODEL BASED RNN SEMANTIC FRAME PARSING MODEL FOR INTENT DETECTION AND SLOT FILLING
Yu Wang, Yilin Shen and Hongxia Jin
A BROAD-COVERAGE CHALLENGE CORPUS FOR SENTENCE UNDERSTANDING THROUGH INFERENCE
Adina Williams, Nikita Nangia and Samuel Bowman
A COMPARISON OF TWO PARAPHRASE MODELS FOR TAXONOMY AUGMENTATION
Vassilis Plachouras, Fabio Petroni, Timothy Nugent and Jochen L. Leidner
A CORPUS OF NON-NATIVE WRITTEN ENGLISH ANNOTATED FOR METAPHOR
Beata Beigman Klebanov, Chee Wee (Ben) Leong and Michael Flor
A DATASET OF PEER REVIEWS (PEERREAD): COLLECTION, INSIGHTS AND NLP APPLICATIONS
Dongyeop Kang, Waleed Ammar, Bhavana Dalvi, Madeleine van Zuylen, Sebastian Kohlmeier, Eduard Hovy and Roy Schwartz
A DEEP ENSEMBLE MODEL WITH SLOT ALIGNMENT FOR SEQUENCE-TO-SEQUENCE NATURAL LANGUAGE GENERATION
Juraj Juraska, Panagiotis Karagiannis, Kevin Bowden and Marilyn Walker
A DEEP GENERATIVE MODEL OF VOWEL FORMANT TYPOLOGY
Ryan Cotterell and Jason Eisner
A DISCOURSE-AWARE ATTENTION MODEL FOR ABSTRACTIVE SUMMARIZATION OF LONG DOCUMENTS
Arman Cohan, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Seokhwan Kim, Walter Chang and Nazli Goharian
A DYNAMIC ORACLE FOR LINEAR-TIME 2-PLANAR DEPENDENCY PARSING
Daniel Fernández-González and Carlos Gómez-Rodríguez
A HIERARCHICAL LATENT STRUCTURE FOR VARIATIONAL CONVERSATION MODELING
Yookoon Park, Jaemin Cho and Gunhee Kim
A LAYPEOPLE STUDY ON TERMINOLOGY IDENTIFICATION ACROSS DOMAINS AND TASK DEFINITIONS
Anna Hätty and Sabine Schulte im Walde
A MEANING-BASED STATISTICAL ENGLISH MATH WORD PROBLEM SOLVER
Chao-Chun Liang, Yu-Shiang Wong, Yi-Chung Lin and Keh-Yih Su
A MELODY-CONDITIONED LYRICS LANGUAGE MODEL
Kento Watanabe, Yuichiroh Matsubayashi, Satoru Fukayama, Masataka Goto, Kentaro Inui and Tomoyasu Nakano
A MIXED HIERARCHICAL ATTENTION BASED ENCODER-DECODER APPROACH FOR STANDARD TABLE SUMMARIZATION
Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Preksha Nema, Mitesh M. Khapra and Shreyas Shetty M
A MORE SUITABLE DEEP LEARNING APPROACH FOR NAMED ENTITY RECOGNITION ON SOCIAL MEDIA DATA
Gustavo Aguilar, Adrian Pastor López Monroy, Fabio González and Thamar Solorio
A NEURAL LAYERED MODEL FOR NESTED NAMED ENTITY RECOGNITION
Meizhi Ju, Makoto Miwa and Sophia Ananiadou
A NOVEL EMBEDDING MODEL FOR KNOWLEDGE BASE COMPLETION BASED ON CONVOLUTIONAL NEURAL NETWORK
Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen and Dinh Phung
A SIMPLE AND EFFECTIVE APPROACH TO THE STORY CLOZE TEST
Siddarth Srinivasan, Richa Arora and Mark Riedl
A STRUCTURED SYNTAX-SEMANTICS INTERFACE FOR ENGLISH-AMR ALIGNMENT
Ida Szubert, Adam Lopez and Nathan Schneider
A TRANSITION-BASED ALGORITHM FOR UNRESTRICTED AMR PARSING
David Vilares and Carlos Gómez-Rodríguez
ABSTRACT MEANING REPRESENTATION FOR PARAPHRASE DETECTION
Fuad Issa, Marco Damonte, Shay B. Cohen, Xiaohui Yan and Yi Chang
ACCURATE TEXT-ENHANCED KNOWLEDGE GRAPH REPRESENTATION LEARNING
Bo An, Xianpei Han and Le Sun
ACQUISITION OF PHRASE CORRESPONDENCES USING NATURAL DEDUCTION PROOF
Hitomi Yanaka, Koji Mineshima, Pascual Martínez-Gómez and Daisuke Bekki
ADVERSARIAL EXAMPLE GENERATION WITH SYNTACTICALLY CONTROLLED PARAPHRASE NETWORKS
Mohit Iyyer, John Wieting, Kevin Gimpel and Luke Zettlemoyer
AN ANNOTATED CORPUS FOR MACHINE READING OF INSTRUCTIONS IN WET LAB PROTOCOLS
Chaitanya Kulkarni, Wei Xu, Alan Ritter and Raghu Machiraju
AN EVALUATION OF IMAGE-BASED VERB PREDICTION MODELS AGAINST HUMAN EYE-TRACKING DATA
Spandana Gella and Frank Keller
ANALOGIES IN COMPLEX VERB MEANING SHIFTS: THE EFFECT OF AFFECT IN SEMANTIC SIMILARITY MODELS
Maximilian Köper and Sabine Schulte im Walde
ANNOTATION ARTIFACTS IN NATURAL LANGUAGE INFERENCE DATA
Suchin Gururangan, Swabha Swayamdipta, Omer Levy, Roy Schwartz, Samuel Bowman and Noah A. Smith
APPROACHING NEURAL GRAMMATICAL ERROR CORRECTION AS A LOW-RESOURCE MACHINE TRANSLATION TASK
Marcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha and Kenneth Heafield
ARE ALL LANGUAGES EQUALLY HARD TO LANGUAGE-MODEL?
Ryan Cotterell, Sebastian J. Mielke, Jason Eisner and Brian Roark
ARE AUTOMATIC METHODS FOR COGNATE DETECTION GOOD ENOUGH FOR PHYLOGENETIC RECONSTRUCTION IN HISTORICAL LINGUISTICS?
Taraka Rama, Johann-Mattis List, Johannes Wahle and Gerhard Jäger
ASSESSING LANGUAGE PROFICIENCY FROM EYE MOVEMENT IN READING
Yevgeni Berzak, Boris Katz and Roger Levy
ATTENTIVE INTERACTION MODEL: MODELING CHANGES IN VIEW IN ARGUMENTATION
Yohan Jo, Shivani Poddar, Byungsoo Jeon, Qinlan Shen, Carolyn Rose and Graham Neubig
ATTR2VEC: JOINTLY LEARNING WORD AND CONTEXTUAL ATTRIBUTE EMBEDDINGS WITH FACTORIZATION MACHINES
Fabio Petroni, Vassilis Plachouras, Timothy Nugent and Jochen L. Leidner
AUTHOR COMMITMENT AND SOCIAL POWER: AUTOMATIC BELIEF TAGGING TO INFER THE SOCIAL CONTEXT OF INTERACTIONS
Vinodkumar Prabhakaran and Owen Rambow
AUTOMATED ESSAY SCORING IN THE PRESENCE OF BIASED RATINGS
Evelin Amorim, Marcia Cançado and Adriano Veloso
AUTOMATED PARAPHRASE LATTICE CREATION FOR HYTER MACHINE TRANSLATION EVALUATION
Marianna Apidianaki, Guillaume Wisniewski, Anne Cocos and Chris Callison-Burch
AUTOMATIC DIALOGUE GENERATION WITH EXPRESSED EMOTIONS
Chenyang Huang, Osmar Zaiane, Amine Trabelsi and Nouha Dziri
AUTOMATIC FOCUS ANNOTATION: BRINGING FORMAL PRAGMATICS ALIVE IN ANALYZING THE INFORMATION STRUCTURE OF AUTHENTIC DATA
Ramon Ziai and Detmar Meurers
AUTOMATIC STANCE DETECTION USING END-TO-END MEMORY NETWORKS
Mitra Mohtarami, Ramy Baly, James Glass, Preslav Nakov, Lluís Màrquez and Alessandro Moschitti
AUTOMATICALLY SELECTING THE BEST DEPENDENCY ANNOTATION DESIGN WITH DYNAMIC ORACLES
Guillaume Wisniewski, Ophélie Lacroix and François Yvon
BEFORE NAME-CALLING: DYNAMICS AND TRIGGERS OF AD HOMINEM FALLACIES IN WEB ARGUMENTATION
Ivan Habernal, Henning Wachsmuth, Iryna Gurevych and Benno Stein
BEHAVIOR ANALYSIS OF NLI MODELS: UNCOVERING THE INFLUENCE OF THREE FACTORS ON ROBUSTNESS
Ivan Sanchez, Jeff Mitchell and Sebastian Riedel
BEING NEGATIVE BUT CONSTRUCTIVELY:LESSONS LEARNT FROM CREATING BETTER VISUAL QUESTION ANSWERING DATASETS
Wei-Lun Chao, Hexiang Hu and Fei Sha
BINARIZED LSTM LANGUAGE MODEL
Xuan Liu, Di Cao and Kai Yu
BOOTSTRAPPING GENERATORS FROM NOISY DATA
Laura Perez-Beltrachini and Mirella Lapata
CAN NETWORK EMBEDDING OF DISTRIBUTIONAL THESAURUS BE COMBINED WITH WORD VECTORS FOR BETTER REPRESENTATION?
Abhik Jana and Pawan Goyal
CHALLENGING READING COMPREHENSION ON DAILY CONVERSATION: PASSAGE COMPLETION ON MULTIPARTY DIALOG
Kaixin Ma, Tomasz Jurczyk and Jinho D. Choi
CLASSICAL STRUCTURED PREDICTION LOSSES FOR SEQUENCE TO SEQUENCE LEARNING
Sergey Edunov, Myle Ott, Michael Auli, David Grangier and Marc’Aurelio Ranzato
CLICR: A DATASET OF CLINICAL CASE REPORTS FOR MACHINE READING COMPREHENSION
Simon Suster and Walter Daelemans
COHERENCE MODELING AND ADVERSARIAL EVALUATION FOR NEURAL AUTOMATED ESSAY SCORING
Youmna Farag, Helen Yannakoudakis and Ted Briscoe
COLLECTIVE ENTITY DISAMBIGUATION WITH STRUCTURED GRADIENT TREE BOOSTING
Yi Yang, Ozan Irsoy and Kazi Shefaet Rahman
COLORLESS GREEN RECURRENT NETWORKS DREAM HIERARCHICALLY
Kristina Gulordava, Marco Baroni, Tal Linzen, Piotr Bojanowski and Edouard Grave
COMBINING CHARACTER AND WORD INFORMATION IN NEURAL MACHINE TRANSLATION USING A MULTI-LEVEL ATTENTION
Huadong Chen, Shujian Huang, David Chiang, Xin-Yu Dai and Jiajun Chen
COMBINING DEEP LEARNING AND TOPIC MODELING FOR REVIEW UNDERSTANDING IN CONTEXT-AWARE RECOMMENDATION
Jin Mingmin, Mengya Wang, Chuantao Zong, Hankz Hankui Zhuo and Zhu Huiling
COMMUNITY MEMBER RETRIEVAL ON SOCIAL MEDIA USING TEXTUAL INFORMATION
Aaron Jaech, Shobhit Hathi and Mari Ostendorf
COMPARATIVES, QUANTIFIERS, PROPORTIONS: A MULTI-TASK MODEL FOR THE LEARNING OF QUANTITIES FROM VISION
Sandro Pezzelle, Ionut-Teodor Sorodoc and Raffaella Bernardi
COMPARING AUTOMATIC AND HUMAN EVALUATION OF LOCAL EXPLANATIONS FOR TEXT CLASSIFICATION
Dong Nguyen
COMPARING CONSTRAINTS FOR TAXONOMIC ORGANIZATION
Anne Cocos, Marianna Apidianaki and Chris Callison-Burch
COMPARING THEORIES OF SPEAKER CHOICE USING A MODEL OF CLASSIFIER PRODUCTION IN MANDARIN CHINESE
Meilin Zhan and Roger Levy
CONSISTENT CCG PARSING OVER MULTIPLE SENTENCES FOR IMPROVED LOGICAL REASONING
Masashi Yoshikawa, Koji Mineshima, Hiroshi Noji and Daisuke Bekki
CONTENT-BASED CITATION RECOMMENDATION
Chandra Bhagavatula, Sergey Feldman, Russell Power and Waleed Ammar
CONTEXT SENSITIVE NEURAL LEMMATIZATION WITH LEMATUS
Toms Bergmanis and Sharon Goldwater
CONTEXTUAL AUGMENTATION: DATA AUGMENTATION BY WORDS WITH PARADIGMATIC RELATIONS
Sosuke Kobayashi
CONTEXTUALIZED WORD REPRESENTATIONS FOR READING COMPREHENSION
Shimi Salant and Jonathan Berant
CROSS-DOMAIN REVIEW HELPFULNESS PREDICTION BASED ON CONVOLUTIONAL NEURAL NETWORKS WITH AUXILIARY DOMAIN DISCRIMINATORS
Cen Chen, Yinfei Yang, Jun Zhou, Forrest Sheng Bao and Xiaolong Li
CROSS-LANGUAGE ARTICLE LINKING USING CROSS-ENCYCLOPEDIA ENTITY EMBEDDING
Chun-Kai Wu and Richard Tzong-Han Tsai
CROSS-LINGUAL ABSTRACT MEANING REPRESENTATION PARSING
Marco Damonte and Shay B. Cohen
CROSS-LINGUAL LEARNING-TO-RANK WITH SHARED REPRESENTATIONS
Shota Sasaki, Shuo Sun, Shigehiko Schamoni, Kevin Duh and Kentaro Inui
CROWDSOURCING QUESTION-ANSWER MEANING REPRESENTATIONS
Julian Michael, Gabriel Stanovsky, Luheng He, Ido Dagan and Luke Zettlemoyer
DEAR SIR OR MADAM, MAY I INTRODUCE THE YAFC CORPUS: CORPUS, BENCHMARKS AND METRICS FOR FORMALITY STYLE TRANSFER
Sudha Rao and Joel Tetreault
DECONFOUNDED LEXICON INDUCTION FOR INTERPRETABLE SOCIAL SCIENCE
Reid Pryzant, Kelly Shen, Dan Jurafsky and Stefan Wagner
DEEP COMMUNICATING AGENTS FOR ABSTRACTIVE SUMMARIZATION
Asli Celikyilmaz, Antoine Bosselut, Xiaodong He and Yejin Choi
DEEP CONTEXTUALIZED WORD REPRESENTATIONS
Matthew Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee and Luke Zettlemoyer
DEEP DIRICHLET MULTINOMIAL REGRESSION
Adrian Benton and Mark Dredze
DEEP DUNGEONS AND DRAGONS: LEARNING CHARACTER-ACTION INTERACTIONS FROM ROLE-PLAYING GAME TRANSCRIPTS
Annie Louis and Charles Sutton
DEEP GENERATIVE MODEL FOR JOINT ALIGNMENT AND WORD REPRESENTATION
Miguel Rios, Wilker Aziz and Khalil Simaan
DEEP NEURAL MODELS OF SEMANTIC SHIFT
Alex Rosenfeld and Katrin Erk
DEEP TEMPORAL-RECURRENT-REPLICATED-SOFTMAX FOR TOPICAL TRENDS OVER TIME
Pankaj Gupta, Subburam Rajaram, Bernt Andrassy and Hinrich Schütze
DEEPALIGNMENT: UNSUPERVISED ONTOLOGY MATCHING WITH REFINED WORD VECTORS
Prodromos Kolyvakis, Alexandros Kalousis and Dimitrios Kiritsis
DEFOILING FOILED IMAGE CAPTIONS
Pranava Swaroop Madhyastha, Josiah Wang and Lucia Specia
DELETE, RETRIEVE, GENERATE: A SIMPLE APPROACH TO SENTIMENT AND STYLE TRANSFER
Juncen Li, Robin Jia, He He and Percy Liang
DENSE INFORMATION FLOW FOR NEURAL MACHINE TRANSLATION
Yanyao Shen, Xu Tan, di He, Tao Qin and Tie-Yan Liu
DETECTING EGREGIOUS CONVERSATIONS BETWEEN CUSTOMERS AND VIRTUAL AGENTS
Tommy Sandbank, Michal Shmueli-Scheuer, David Konopnicki, Jonathan Herzig, John Richards and David Piorkowski
DETECTING LINGUISTIC CHARACTERISTICS OF ALZHEIMER’S DEMENTIA BY INTERPRETING NEURAL MODELS
Sweta Karlekar, Tong Niu and Mohit Bansal
DETERMINING EVENT DURATIONS: MODELS AND ERROR ANALYSIS
Alakananda Vempala, Eduardo Blanco and Alexis Palmer
DIACHRONIC USAGE RELATEDNESS (DUREL):
A FRAMEWORK FOR THE ANNOTATION OF LEXICAL SEMANTIC CHANGE
Dominik Schlechtweg, Sabine Schulte im Walde and Stefanie Eckmann
DIALOG GENERATION USING MULTI-TURN REASONING NEURAL NETWORKS
Xianchao Wu, Ander Martinez and Momo Klyen
DIALOGUE LEARNING WITH HUMAN TEACHING AND FEEDBACK IN END-TO-END TRAINABLE TASK-ORIENTED DIALOGUE SYSTEMS
Bing Liu, Gokhan Tur, Dilek Hakkani-Tur, Pararth Shah and Larry Heck
DIRECTIONAL SKIP-GRAM: EXPLICITLY DISTINGUISHING LEFT AND RIGHT CONTEXT FOR WORD EMBEDDINGS
Yan Song, Shuming Shi, Jing Li and Haisong Zhang
DISCOURSE-AWARE NEURAL REWARDS FOR COHERENT TEXT GENERATION
Antoine Bosselut, Asli Celikyilmaz, Xiaodong He, Jianfeng Gao, Po-Sen Huang and Yejin Choi
DISCRIMINATING BETWEEN LEXICO-SEMANTIC RELATIONS WITH THE SPECIALIZATION TENSOR MODEL
Goran Glavaš and Ivan Vulić
DISTRIBUTIONAL INCLUSION VECTOR EMBEDDING FOR UNSUPERVISED HYPERNYMY DETECTION
Haw-Shiuan Chang, Ziyun Wang, Luke Vilnis and Andrew McCallum
DIVERSE FEW-SHOT TEXT CLASSIFICATION WITH MULTIPLE METRICS
Mo Yu, Xiaoxiao Guo, Jinfeng Yi, Shiyu Chang, Saloni Potdar, Yu Cheng, Gerald Tesauro, Haoyu Wang and Bowen Zhou
DR-BILSTM: DEPENDENT READING BIDIRECTIONAL LSTM FOR NATURAL LANGUAGE INFERENCE
Reza Ghaeini, Sadid A. Hasan, Vivek Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Xiaoli Fern and Oladimeji Farri
EARLY TEXT CLASSIFICATION USING MULTI-RESOLUTION CONCEPT REPRESENTATIONS
Adrian Pastor López Monroy, Fabio A. González, Hugo Jair Escalante, Manuel Montes and Thamar Solorio
EFFECTIVE CROWDSOURCING FOR A NEW SUMMARIZATION TASK
Youxuan Jiang, Jonathan K. Kummerfeld, Catherine Finegan-Dollak and Walter Lasecki
EFFICIENT SEQUENCE LEARNING WITH GROUP RECURRENT NETWORKS
Fei Gao, Lijun Wu, Tao Qin and Tie-Yan Liu
ELDEN: IMPROVED ENTITY LINKING USING DENSIFIED KNOWLEDGE GRAPHS
Priya Radhakrishnan, Partha Talukdar and Vasudeva Varma
EMBEDDING SYNTAX AND SEMANTICS OF PREPOSITIONS VIA TENSOR DECOMPOSITION
Hongyu Gong, Suma Bhat and Pramod Viswanath
EMR CODING WITH SEMI-PARAMETRIC MULTI-HEAD MATCHING NETWORKS
Anthony Rios and Ramakanth Kavuluru
ENCODING CONVERSATION CONTEXT FOR NEURAL KEYPHRASE EXTRACTION FROM MICROBLOG POSTS
Yingyi Zhang, Jing Li and Yan Song
END-TO-END GRAPH-BASED TAG PARSING WITH NEURAL NETWORKS
Jungo Kasai, Bob Frank, Pauli Xu and Owen Rambow
ENHANCED WORD REPRESENTATIONS FOR BRIDGING ANAPHORA RESOLUTION
Yufang Hou
ENTITY2TOPIC: SELECTIVE ENTITY SEMANTIC REPRESENTATION FOR NEURAL ABSTRACTIVE SUMMARIZATION
Reinald Kim Amplayo, Seonjae Lim and Seung-won Hwang
ESTIMATING SUMMARY QUALITY WITH PAIRWISE PREFERENCES
Markus Zopf
EVALUATING BILINGUAL WORD EMBEDDINGS ON THE LONG TAIL
Fabienne Braune, Tobias Eder, Viktor Hangya and Alexander Fraser
EVALUATING DISCOURSE PHENOMENA IN NEURAL MACHINE TRANSLATION
Rachel Bawden, Rico Sennrich, Alexandra Birch and Barry Haddow
EVALUATING FINE-GRAINED SEMANTIC PHENOMENA IN NEURAL MACHINE TRANSLATION ENCODERS USING ENTAILMENT
Adam Poliak, Yonatan Belinkov, James Glass and Benjamin Van Durme
EVALUATING HISTORICAL TEXT NORMALIZATION SYSTEMS: HOW WELL DO THEY GENERALIZE?
Alexander Robertson and Sharon Goldwater
EXPLAINABLE PREDICTION OF MEDICAL CODES FROM CLINICAL TEXT
James Mullenbach, Sarah Wiegreffe, Jon Duke, Jimeng Sun and Jacob Eisenstein
EXPLOITING DYNAMIC ORACLES TO TRAIN PROJECTIVE DEPENDENCY PARSERS ON NON-PROJECTIVE TREES
Lauriane Aufrant, Guillaume Wisniewski and François Yvon
EXPLOITING SEMANTICS IN NEURAL MACHINE TRANSLATION WITH GRAPH CONVOLUTIONAL NETWORKS
Diego Marcheggiani, Joost Bastings and Ivan Titov
EXPLORING THE ROLE OF PRIOR BELIEFS FOR ARGUMENT PERSUASION
Esin Durmus and Claire Cardie
FACTORS INFLUENCING THE SURPRISING INSTABILITY OF WORD EMBEDDINGS
Laura Wendlandt, Jonathan K. Kummerfeld and Rada Mihalcea
FAST LEXICALLY CONSTRAINED DECODING WITH DYNAMIC BEAM ALLOCATION FOR NEURAL MACHINE TRANSLATION
Matt Post and David Vilar
FEUDAL REINFORCEMENT LEARNING FOR DIALOGUE MANAGEMENT IN LARGE DOMAINS
Iñigo Casanueva, Paweł Budzianowski, Pei-Hao Su, Stefan Ultes, Lina M. Rojas Barahona, Bo-Hsiang Tseng and Milica Gasic
FEVER: A LARGE-SCALE DATASET FOR FACT EXTRACTION AND VERIFICATION
James Thorne, Andreas Vlachos, Christos Christodoulopoulos and Arpit Mittal
FILLING MISSING PATHS: MODELING CO-OCCURRENCES OF WORD PAIRS AND DEPENDENCY PATHS FOR RECOGNIZING LEXICAL SEMANTIC RELATIONS
Koki Washio and Tsuneaki Kato
FINE-GRAINED TEMPORAL ORIENTATION AND ITS RELATIONSHIP WITH PSYCHO-DEMOGRAPHIC CORRELATES
Sabyasachi Kamila, Mohammed Hasanuzzaman, Asif Ekbal, Pushpak Bhattacharyya and Andy Way
FORTIFICATION OF NEURAL MORPHOLOGICAL SEGMENTATION MODELS FOR POLYSYNTHETIC MINIMAL-RESOURCE LANGUAGES
Katharina Kann, Jesus Manuel Mager Hois, Ivan Vladimir Meza Ruiz and Hinrich Schütze
FROM PHONOLOGY TO SYNTAX: UNSUPERVISED LINGUISTIC TYPOLOGY AT DIFFERENT LEVELS WITH LANGUAGE EMBEDDINGS
Johannes Bjerva and Isabelle Augenstein
FROM THE BIBLE TO WIKIPEDIA: ADAPTING TOPIC MODEL EVALUATION TO MULTILINGUAL AND LOW-RESOURCE SETTINGS
Shudong Hao, Jordan Boyd-Graber and Michael J. Paul
FRUSTRATINGLY EASY META-EMBEDDING — COMPUTING META-EMBEDDINGS BY AVERAGING SOURCE WORD EMBEDDINGS
Joshua Coates and Danushka Bollegala
GATED MULTI-TASK NETWORK FOR TEXT CLASSIFICATION
Liqiang Xiao
GENDER BIAS IN COREFERENCE RESOLUTION
Rachel Rudinger, Jason Naradowsky, Brian Leonard and Benjamin Van Durme
GENDER BIAS IN COREFERENCE RESOLUTION:EVALUATION AND DEBIASING METHODS
Jieyu Zhao, Tianlu Wang, Mark Yatskar, Vicente Ordonez and Kai-Wei Chang
GENERATING BILINGUAL PRAGMATIC COLOR REFERENCES
Will Monroe, Jennifer Hu, Andrew Jong and Christopher Potts
GENERATING DESCRIPTIONS FROM STRUCTURED DATA USING A BIFOCAL ATTENTION MECHANISM AND GATED ORTHOGONALIZATION
Preksha Nema, Shreyas Shetty M, Parag Jain, Anirban Laha, Karthik Sankaranarayanan and Mitesh M. Khapra
GENERATING TOPIC-ORIENTED SUMMARIES USING NEURAL ATTENTION
Kundan Krishna and Balaji Vasan Srinivasan
GENERATIVE BRIDGING NETWORK FOR NEURAL SEQUENCE PREDICTION
Wenhu Chen, Guanlin Li, Shuo Ren, Shujie Liu, Mu Li and Ming Zhou
GLOBAL RELATION EMBEDDING FOR RELATION EXTRACTION
Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun and Xifeng Yan
GUIDING GENERATION FOR ABSTRACTIVE TEXT SUMMARIZATION BASED ON KEY INFORMATION GUIDE NETWORK
Chenliang Li, Weiran Xu and Si Li
GUIDING NEURAL MACHINE TRANSLATION WITH RETRIEVED TRANSLATION PIECES
Jingyi Zhang, Masao Utiyama, Eiichro Sumita, Graham Neubig and Satoshi Nakamura
HANDLING HOMOGRAPHS IN NEURAL MACHINE TRANSLATION
Frederick Liu, Han Lu and Graham Neubig
HIERARCHICAL STRUCTURED MODEL FOR FINE-TO-COARSE MANIFESTO TEXT ANALYSIS
Shivashankar Subramanian, Trevor Cohn and Timothy Baldwin
HIGHER-ORDER COREFERENCE RESOLUTION WITH COARSE-TO-FINE INFERENCE
Kenton Lee, Luheng He and Luke Zettlemoyer
HIGHER-ORDER SYNTACTIC ATTENTION NETWORK FOR LONGER SENTENCE COMPRESSION
Hidetaka Kamigaito, Katsuhiko Hayashi, Tsutomu Hirao and Masaaki Nagata
HOW TIME MATTERS: LEARNING TIME-DECAY ATTENTION FOR CONTEXTUAL SPOKEN LANGUAGE UNDERSTANDING IN DIALOGUES
Shang-Yu Su, Pei-Chieh Yuan and Yun-Nung Chen
HUMAN NEEDS CATEGORIZATION OF AFFECTIVE EVENTS USING LABELED AND UNLABELED DATA
Haibo Ding and Ellen Riloff
HUMOR RECOGNITION USING DEEP LEARNING
Peng-Yu Chen and Von-Wun Soo
IDENTIFYING SEMANTIC DIVERGENCES IN PARALLEL TEXT WITHOUT ANNOTATIONS
Yogarshi Vyas, Xing Niu and Marine Carpuat
IDENTIFYING THE MOST DOMINANT EVENT IN A NEWS ARTICLE BY MINING EVENT COREFERENCE RELATIONS
Prafulla Kumar Choubey, Kaushik Raju and Ruihong Huang
IMPLICIT ARGUMENT PREDICTION WITH EVENT KNOWLEDGE
Pengxiang Cheng and Katrin Erk
IMPROVE NEURAL ENTITY RECOGNITION VIA MULTI-TASK DATA SELECTION AND CONSTRAINED DECODING
Huasha Zhao, Yi Yang, Qiong Zhang and Luo Si
IMPROVING CHARACTER-BASED DECODING USING TARGET-SIDE MORPHOLOGICAL INFORMATION FOR NEURAL MACHINE TRANSLATION
Peyman Passban, Qun Liu and Andy Way
IMPROVING COVERAGE AND RUNTIME COMPLEXITY FOR EXACT INFERENCE IN NON-PROJECTIVE TRANSITION-BASED DEPENDENCY PARSERS
Tianze Shi, Carlos Gómez-Rodríguez and Lillian Lee
IMPROVING IMPLICIT DISCOURSE RELATION CLASSIFICATION BY MODELING INTER-DEPENDENCIES OF DISCOURSE UNITS IN A PARAGRAPH
Zeyu Dai and Ruihong Huang
IMPROVING LEXICAL CHOICE IN NEURAL MACHINE TRANSLATION
Toan Nguyen and David Chiang
IMPROVING NEURAL MACHINE TRANSLATION WITH CONDITIONAL SEQUENCE GENERATIVE ADVERSARIAL NETS
Zhen Yang, Wei Chen, Feng Wang and Bo Xu
IMPROVING TEMPORAL RELATION EXTRACTION WITH A GLOBALLY ACQUIRED STATISTICAL RESOURCE
Qiang Ning, Hao Wu, Haoruo Peng and Dan Roth
INCREASING THE RELIABILITY OF HUMAN EVALUATION FOR NATURAL LANGUAGE GENERATION BY EXPERIMENTAL DESIGN
Jekaterina Novikova, Ondřej Dušek and Verena Rieser
INCREMENTAL DECODING AND TRAINING METHODS FOR SIMULTANEOUS TRANSLATION IN NEURAL MACHINE TRANSLATION
Fahim Dalvi, Nadir Durrani, Hassan Sajjad and Stephan Vogel
INDUCING A LEXICON OF ABUSIVE WORDS — A FEATURE-BASED APPROACH
Michael Wiegand, Josef Ruppenhofer, Anna Schmidt and Clayton Greenberg
INDUCING TEMPORAL RELATIONS FROM TIME ANCHOR ANNOTATION
Fei Cheng and Yusuke Miyao
INTEGRATING STANCE DETECTION AND FACT CHECKING IN A UNIFIED CORPUS
Ramy Baly, Preslav Nakov, Lluís Màrquez, James Glass and Alessandro Moschitti
INTRODUCING TWO VIETNAMESE DATASETS FOR EVALUATING SEMANTIC MODELS OF (DIS-)SIMILARITY AND RELATEDNESS
Kim Anh Nguyen, Sabine Schulte im Walde and Ngoc Thang Vu
IS SOMETHING BETTER THAN NOTHING? AUTOMATICALLY PREDICTING STANCE-BASED ARGUMENTS USING DEEP LEARNING AND SMALL LABELLED DATASET.
Pavithra Rajendran, Danushka Bollegala and Simon Parsons
JOINT BOOTSTRAPPING MACHINES FOR RELATION EXTRACTION
Pankaj Gupta and Hinrich Schütze
KBGAN: ADVERSARIAL LEARNING FOR KNOWLEDGE GRAPH EMBEDDINGS
Liwei Cai and William Yang Wang
KEEP YOUR BEARINGS: LIGHTLY-SUPERVISED INFORMATION EXTRACTION WITH LADDER NETWORKS THAT AVOIDS SEMANTIC DRIFT
Ajay Nagesh and Mihai Surdeanu
KEY2VEC: AUTOMATIC RANKED KEYPHRASE EXTRACTION FROM SCIENTIFIC ARTICLES USING PHRASE EMBEDDINGS
Debanjan Mahata, Rajiv Ratn Shah, John Kuriakose and Roger Zimmermann
KNOWLEDGE-ENRICHED TWO-LAYERED ATTENTION NETWORK FOR SENTIMENT ANALYSIS
Abhishek Kumar, Daisuke Kawahara and Sadao Kurohashi
LABEL-AWARE DOUBLE TRANSFER LEARNING FOR CROSS SPECIALTY MEDICAL NAMED ENTITY RECOGNITION
Zhenghui Wang, Yanru Qu, Jian Shen, Liheng Chen, Weinan Zhang, Shaodian Zhang, Yong Yu, Yimei Gao, Gen Gu and Ken Chen
LEARNING BEYOND DATASETS: KNOWLEDGE GRAPH AUGMENTED NEURAL NETWORKS FOR NATURAL LANGUAGE PROCESSING
Annervaz K M, Somnath Basu Roy Chowdhury and Ambedkar Dukkipati
LEARNING DOMAIN REPRESENTATION FOR MULTI-DOMAIN SENTIMENT CLASSIFICATION
Qi Liu, Yue Zhang and Jiangming Liu
LEARNING HIDDEN UNIT CONTRIBUTION FOR ADAPTING NEURAL MACHINE TRANSLATION MODELS
David Vilar
LEARNING JOINT SEMANTIC PARSERS FROM DISJOINT DATA
Hao Peng, Sam Thomson, Swabha Swayamdipta and Noah A. Smith
LEARNING SENTENCE REPRESENTATIONS OVER TREE STRUCTURES FOR TARGET-DEPENDENT CLASSIFICATION
Junwen Duan, Xiao Ding and Ting Liu
LEARNING TO COLLABORATE FOR QUESTION ANSWERING AND ASKING
Duyu Tang, Nan Duan, Zhao Yan, Zhirui Zhang, Yibo Sun, Shujie Liu, Yuanhua Lv and Ming Zhou
LEARNING TO COLOR FROM LANGUAGE
Varun Manjunatha, Mohit Iyyer, Jordan Boyd-Graber and Larry Davis
LEARNING TO DISENTANGLE INTERLEAVED CONVERSATIONAL THREADS WITH A SIAMESE HIERARCHICAL NETWORK AND SIMILARITY RANKING
Jyun-Yu Jiang, Francine Chen, Yan-Ying Chen and Wei Wang
LEARNING TO GENERATE COURT VIEWS FROM FACT DESCRIPTIONS
Hai Ye, Xin Jiang, Zhunchen Luo and Wenhan Chao
LEARNING TO GENERATE WIKIPEDIA SUMMARIES FOR UNDERSERVED LANGUAGES FROM WIKIDATA
Lucie-Aimée Kaffee, Hady Elsahar, Pavlos Vougiouklis, Christophe Gravier, Frederique Laforest, Jonathon Hare and Elena Simperl
LEARNING TO MAP CONTEXT-DEPENDENT SENTENCES TO EXECUTABLE FORMAL QUERIES
Alane Suhr, Srinivasan Iyer and Yoav Artzi
LEARNING TO RANK QUESTION-ANSWER PAIRS USING HIERARCHICAL RECURRENT ENCODER WITH LATENT TOPIC CLUSTERING
Seunghyun Yoon, Joongbo Shin and Kyomin Jung
LEARNING VISUALLY GROUNDED SENTENCE REPRESENTATIONS
Douwe Kiela, Alexis Conneau, Allan Jabri and Maximilian Nickel
LEARNING WITH LATENT LANGUAGE
Jacob Andreas and Dan Klein
LEARNING WORD EMBEDDINGS FOR LOW-RESOURCE LANGUAGES BY PU LEARNING
Chao Jiang, Hsiang-Fu Yu, Cho-Jui Hsieh and Kai-Wei Chang
LETTING EMOTIONS FLOW: SUCCESS PREDICTION BY MODELING THE FLOW OF EMOTIONS IN BOOKS
Suraj Maharjan, Sudipta Kar, Manuel Montes, Fabio A. Gonzalez and Thamar Solorio
LEVERAGING CONTEXT INFORMATION FOR NATURAL QUESTION GENERATION
Linfeng Song, Zhiguo Wang, Wael Hamza, Yue Zhang and Daniel Gildea
LEVERAGING INTRA-USER AND INTER-USER REPRESENTATION LEARNING FOR AUTOMATED HATE SPEECH DETECTION
Jing Qian, Mai ElSherief, Elizabeth Belding and William Yang Wang
LEXICAL SUBSTITUTION FOR EVALUATING COMPOSITIONAL DISTRIBUTIONAL MODELS
Maja Buljan, Sebastian Padó and Jan Šnajder
LINGUISTIC CUES TO DECEPTION AND PERCEIVED DECEPTION IN INTERVIEW DIALOGUES
Sarah Ita Levitan, Angel Maredia and Julia Hirschberg
LOOKING BEYOND THE SURFACE:A CHALLENGE SET FOR READING COMPREHENSION OVER MULTIPLE SENTENCES
Daniel Khashabi, Snigdha Chaturvedi, Michael Roth, Shyam Upadhyay and Dan Roth
LOOKING FOR STRUCTURE IN LEXICAL AND ACOUSTIC-PROSODIC ENTRAINMENT BEHAVIORS
Andreas Weise and Rivka Levitan
LSDSCC: A LARGE SCALE DOMAIN-SPECIFIC CONVERSATIONAL CORPUS FOR RESPONSE GENERATION WITH DIVERSITY ORIENTED EVALUATION METRICS
Zhen Xu, Nan Jiang, Bingquan Liu, Wenge Rong, Bowen Wu, Baoxun Wang, Xiaolong Wang and Zhuoran Wang
MEMN: MULTIMODAL EMOTIONAL MEMORY NETWORK FOR EMOTION RECOGNITION IN DYADIC CONVERSATIONAL VIDEOS
Devamanyu Hazarika, Soujanya Poria, Amir Zadeh, Erik Cambria, Louis-Philippe Morency and Roger Zimmermann
MICROBLOG CONVERSATION RECOMMENDATION VIA JOINT MODELING OF TOPICS AND DISCOURSE
Xingshan Zeng, Jing Li, Lu Wang, Nick Beauchamp, Sarah Shugars and Kam-Fai Wong
MINING EVIDENCES FOR CONCEPT STOCK RECOMMENDATION
Qi Liu, Yue Zhang and Yumin Zhou
MINING POSSESSIONS: EXISTENCE, TYPE AND TEMPORAL ANCHORS
Dhivya Chinnappa and Eduardo Blanco
MITTENS: AN EXTENSION OF GLOVE FOR LEARNING DOMAIN-SPECIALIZED REPRESENTATIONS
Nick Dingwall and Christopher Potts
MODELING INTER-ASPECT DEPENDENCIES FOR ASPECT-BASED SENTIMENT ANALYSIS
Devamanyu Hazarika, Soujanya Poria, Prateek Vij, Gangeshwar Krishnamurthy, Erik Cambria and Roger Zimmermann
MODELING SEMANTIC PLAUSIBILITY BY INJECTING WORLD KNOWLEDGE
Su Wang, Greg Durrett and Katrin Erk
MONTE CARLO SYNTAX MARGINALS FOR EXPLORING AND USING DEPENDENCY PARSES
Katherine Keith, Su Lin Blodgett and Brendan O’Connor
MULTI-REWARD REINFORCED SUMMARIZATION WITH SALIENCY AND ENTAILMENT
Ramakanth Pasunuru and Mohit Bansal
MULTI-TASK LEARNING FOR ARGUMENTATION MINING IN LOW-RESOURCE SETTINGS
Claudia Schulz, Steffen Eger, Johannes Daxenberger, Tobias Kahse and Iryna Gurevych
MULTI-TASK LEARNING FRAMEWORK FOR MINING CROWD INTELLIGENCE TOWARDS CLINICAL TREATMENT
Shweta Yadav, Asif Ekbal, Sriparna Saha and Pushpak Bhattacharyya
MULTI-TASK LEARNING OF PAIRWISE SEQUENCE CLASSIFICATION TASKS OVER DISPARATE LABEL SPACES
Isabelle Augenstein, Sebastian Ruder and Anders Søgaard
MULTIMODAL EMOJI PREDICTION
Francesco Barbieri, Miguel Ballesteros, Francesco Ronzano and Horacio Saggion
MULTIMODAL FRAME IDENTIFICATION WITH MULTILINGUAL EVALUATION
Teresa Botschen, Iryna Gurevych, Jan-Christoph Klie, Hatem Mousselly Sergieh and Stefan Roth
MULTIMODAL NAMED ENTITY RECOGNITION FOR SHORT SOCIAL MEDIA POSTS
Seungwhan Moon, Leonardo Neves and Vitor Carvalho
MULTINOMIAL ADVERSARIAL NETWORKS FOR MULTI-DOMAIN TEXT CLASSIFICATION
Xilun Chen and Claire Cardie
NATURAL ANSWER GENERATION WITH HETEROGENEOUS MEMORY
Yao Fu and Yansong Feng
NATURAL LANGUAGE GENERATION BY HIERARCHICAL DECODING WITH LINGUISTIC PATTERNS
Shang-Yu Su, Kai-Ling Lo, Yi Ting Yeh and Yun-Nung Chen
NATURAL LANGUAGE TO STRUCTURED QUERY GENERATION VIA META-LEARNING
Po-Sen Huang, Chenglong Wang, Rishabh Singh, Wen-tau Yih and Xiaodong He
NEAR HUMAN-LEVEL PERFORMANCE IN GRAMMATICAL ERROR CORRECTION WITH HYBRID MACHINE TRANSLATION
Roman Grundkiewicz and Marcin Junczys-Dowmunt
NESTED NAMED ENTITY RECOGNITION REVISITED
Arzoo Katiyar and Claire Cardie
NEURAL FINE-GRAINED ENTITY TYPE CLASSIFICATION WITH HIERARCHY-AWARE LOSS
Peng Xu and Denilson Barbosa
NEURAL MACHINE TRANSLATION DECODING WITH TERMINOLOGY CONSTRAINTS
Eva Hasler, Adrià de Gispert, Gonzalo Iglesias and Bill Byrne
NEURAL MACHINE TRANSLATION FOR BILINGUALLY SCARCE SCENARIOS: A DEEP MULTI-TASK LEARNING APPROACH
Poorya Zaremoodi and Gholamreza Haffari
NEURAL MODELS FOR REASONING OVER MULTIPLE MENTIONS USING COREFERENCE
Bhuwan Dhingra, Qiao Jin, Zhilin Yang, William Cohen and Ruslan Salakhutdinov
NEURAL MODELS OF FACTUALITY
Rachel Rudinger, Aaron Steven White and Benjamin Van Durme
NEURAL PARTICLE SMOOTHING FOR SAMPLING FROM CONDITIONAL SEQUENCE MODELS
Chu-Cheng Lin and Jason Eisner
NEURAL POETRY TRANSLATION
Marjan Ghazvininejad, Yejin Choi and Kevin Knight
NEURAL STORYLINE EXTRACTION MODEL FOR STORYLINE GENERATION FROM NEWS ARTICLES
Deyu Zhou, Linsen Guo and Yulan He
NEURAL SYNTACTIC GENERATIVE MODELS WITH EXACT MARGINALIZATION
Jan Buys and Phil Blunsom
NEURAL TENSOR NETWORKS WITH DIAGONAL SLICE MATRICES
Takahiro Ishihara, Katsuhiko Hayashi, Hitoshi Manabe, Masashi Shimbo and Masaaki Nagata
NEURAL TEXT GENERATION IN STORIES USING ENTITY REPRESENTATIONS AS CONTEXT
Elizabeth Clark, Yangfeng Ji and Noah A. Smith
NEWSROOM: A DATASET OF 1.3 MILLION SUMMARIES WITH DIVERSE EXTRACTIVE STRATEGIES
Max Grusky, Mor Naaman and Yoav Artzi
NOISE-ROBUST MORPHOLOGICAL DISAMBIGUATION FOR DIALECTAL ARABIC
Nasser Zalmout, Alexander Erdmann and Nizar Habash
NOISING AND DENOISING NATURAL LANGUAGE: DIVERSE BACKTRANSLATION FOR GRAMMAR CORRECTION
Ziang Xie, Guillaume Genthial, Stanley Xie, Dan Jurafsky and Andrew Ng
NON-PROJECTIVE DEPENDENCY PARSING WITH NON-LOCAL TRANSITIONS
Daniel Fernández-González and Carlos Gómez-Rodríguez
OBJECT COUNTS! BRINGING EXPLICIT DETECTIONS BACK INTO IMAGE CAPTIONING
Josiah Wang, Pranava Swaroop Madhyastha and Lucia Specia
OBJECT ORDERING WITH BIDIRECTIONAL MATCHINGS FOR VISUAL REASONING
Hao Tan and Mohit Bansal
OBJECTIVE FUNCTION LEARNING TO MATCH HUMAN JUDGEMENTS FOR OPTIMIZATION-BASED SUMMARIZATION
Maxime Peyrard and Iryna Gurevych
OLIVE OIL IS MADE OF OLIVES, BABY OIL IS MADE FOR BABIES: INTERPRETING NOUN COMPOUNDS USING PARAPHRASES IN A NEURAL MODEL
Vered Shwartz and Chris Waterson
ON THE DIACHRONIC STABILITY OF IRREGULARITY IN INFLECTIONAL MORPHOLOGY
Ryan Cotterell, Christo Kirov, Mans Hulden and Jason Eisner
PARSING SPEECH: A NEURAL APPROACH TO INTEGRATING LEXICAL AND ACOUSTIC-PROSODIC INFORMATION
Trang Tran, Shubham Toshniwal, Mohit Bansal, Kevin Gimpel, Karen Livescu and Mari Ostendorf
PARSING TWEETS INTO UNIVERSAL DEPENDENCIES
Yijia Liu, Yi Zhu, Wanxiang Che, Bing Qin and Noah A. Smith
PIVOT BASED LANGUAGE MODELING FOR IMPROVED NEURAL DOMAIN ADAPTATION
Yftah Ziser and Roi Reichart
PLEASE CLAP: MODELING APPLAUSE IN CAMPAIGN SPEECHES
Jon Gillick and David Bamman
POLYGLOT TEXT-TO-CODE TRANSLATION
Kyle Richardson, Jonathan Berant and Jonas Kuhn
POST-SPECIALISATION: RETROFITTING VECTORS OF WORDS UNSEEN IN LEXICAL RESOURCES
Ivan Vulić, Goran Glavaš, Nikola Mrkšić and Anna Korhonen
PRAGMATICALLY INFORMATIVE IMAGE CAPTIONING WITH CHARACTER-LEVEL INFERENCE
Reuben Cohn-Gordon, Noah Goodman and Christopher Potts
PREDICTING FOREIGN LANGUAGE USAGE FROM ENGLISH-ONLY SOCIAL MEDIA POSTS
Svitlana Volkova, Stephen Ranshous and Lawrence Phillips
PREDICTING HELPFUL POSTS IN OPEN-ENDED DISCUSSION FORUMS: A NEURAL ARCHITECTURE
Kishaloy Halder, Min-Yen Kan and Kazunari Sugiyama
PROVABLE FAST GREEDY COMPRESSIVE SUMMARIZATION WITH ANY MONOTONE SUBMODULAR FUNCTION
Shinsaku Sakaue, Tsutomu Hirao, Masaaki Nishino and Masaaki Nagata
PRUNING BASIC ELEMENTS FOR BETTER AUTOMATIC EVALUATION OF SUMMARIES
Ukyo Honda, Tsutomu Hirao and Masaaki Nagata
PUNNY CAPTIONS: WITTY WORDPLAY IN IMAGE DESCRIPTIONS
Arjun Chandrasekaran, Devi Parikh and Mohit Bansal
QUANTIFYING THE VISUAL CONCRETENESS OF WORDS AND TOPICS IN MULTIMODAL DATASETS
Jack Hessel, David Mimno and Lillian Lee
QUERYING WORD EMBEDDINGS FOR SIMILARITY AND RELATEDNESS
Fatemeh Torabi Asr, Robert Zinkov and Michael Jones
QUICKEDIT: EDITING TEXT & TRANSLATIONS BY CROSSING WORDS OUT
David Grangier and Michael Auli
RANKING SENTENCES FOR EXTRACTIVE SUMMARIZATION WITH REINFORCEMENT LEARNING
Shashi Narayan, Shay B. Cohen and Mirella Lapata
RECURRENT ENTITY NETWORKS WITH DELAYED MEMORY UPDATE FOR TARGETED ASPECT-BASED SENTIMENT ANALYSIS
Fei Liu, Trevor Cohn and Timothy Baldwin
RECURRENT NEURAL NETWORKS AS WEIGHTED LANGUAGE RECOGNIZERS
Yining Chen, Sorcha Gilroy, Andreas Maletti, Jonathan May and Kevin Knight
REFERENCE-LESS MEASURE OF FAITHFULNESS FOR GRAMMATICAL ERROR CORRECTION
Leshem Choshen and Omri Abend
REINFORCED CO-TRAINING
Jiawei Wu, Lei Li and William Yang Wang
RELATIONAL SUMMARIZATION FOR CORPUS ANALYSIS
Abram Handler and Brendan O’Connor
RELEVANT EMOTION RANKING FROM TEXT CONSTRAINED WITH EMOTION RELATIONSHIPS
Deyu Zhou, Yang Yang and Yulan He
REUSING WEIGHTS IN SUBWORD-AWARE NEURAL LANGUAGE MODELS
Zhenisbek Assylbekov and Rustem Takhanov
ROBUST CROSS-LINGUAL HYPERNYMY DETECTION USING DEPENDENCY CONTEXT
Yogarshi Vyas, Shyam Upadhyay, Marine Carpuat and Dan Roth
ROBUST MACHINE COMPREHENSION MODELS VIA ADVERSARIAL TRAINING
Yicheng Wang and Mohit Bansal
ROBUST MULTILINGUAL PART-OF-SPEECH TAGGING VIA ADVERSARIAL TRAINING
Michihiro Yasunaga, Jungo Kasai and Dragomir Radev
ROLE-SPECIFIC LANGUAGE MODELS FOR PROCESSING RECORDED NEUROPSYCHOLOGICAL EXAMS
Tuka Al Hanai, Rhoda Au and James Glass
SCENE GRAPH PARSING AS DEPENDENCY PARSING
Yu-Siang Wang, Chenxi Liu, Xiaohui Zeng and Alan Yuille
SELF-ATTENTION WITH RELATIVE POSITION REPRESENTATIONS
Peter Shaw, Jakob Uszkoreit and Ashish Vaswani
SELF-ATTENTIVE RESIDUAL DECODER FOR NEURAL MACHINE TRANSLATION
Lesly Miculicich Werlen, Nikolaos Pappas, Dhananjay Ram and Andrei Popescu-Belis
SELF-TRAINING FOR JOINTLY LEARNING TO ASK AND ANSWER QUESTIONS
Mrinmaya Sachan and Eric Xing
SEMANTIC PLEONASM DETECTION
Omid Kashefi, Andrew T. Lucas and Rebecca Hwa
SEMANTIC STRUCTURAL EVALUATION FOR TEXT SIMPLIFICATION
Elior Sulem, Omri Abend and Ari Rappoport
SEMI-SUPERVISED EVENT EXTRACTION WITH PARAPHRASE CLUSTERS
James Ferguson, Colin Lockard, Hannaneh Hajishirzi and Daniel Weld
SENTENCE SIMPLIFICATION WITH MEMORY-AUGMENTED NEURAL NETWORKS
Tu Vu, Baotian Hu, Tsendsuren Munkhdalai and Hong Yu
SENTENCES WITH GAPPING: PARSING AND RECONSTRUCTING ELIDED PREDICATES
Sebastian Schuster, Joakim Nivre and Christopher D. Manning
SENTIMENT ANALYSIS: IT’S COMPLICATED!
Kian Kenyon-Dean, Eisha Ahmed, Scott Fujimoto, Jeremy Georges-Filteau, Christopher Glasz, Barleen Kaur, Auguste Lalande, Shruti Bhanderi, Robert Belfer, Nirmal Kanagasabai, Roman Sarrazingendron, Rohit Verma and Derek Ruths
SHAPED: SHARED-PRIVATE ENCODER-DECODER FOR TEXT STYLE ADAPTATION
Ye Zhang, Nan Ding and Radu Soricut
SI O NO, QUE PENSES? CATALONIAN INDEPENDENCE AND LINGUISTIC IDENTITY ON SOCIAL MEDIA
Ian Stewart, Yuval Pinter and Jacob Eisenstein
SIMILARITY MEASURES FOR THE DETECTION OF CLINICAL CONDITIONS WITH VERBAL FLUENCY TASKS
Felipe Paula, Rodrigo Wilkens, Marco Idiart and Aline Villavicencio
SIMPLE AND EFFECTIVE SEMI-SUPERVISED QUESTION ANSWERING
Bhuwan Dhingra, Danish Danish and Dheeraj Rajagopal
SIMPLE MODELS FOR WORD FORMATION IN SLANG
Vivek Kulkarni and William Yang Wang
SIMPLIFICATION USING PARAPHRASES AND CONTEXT-BASED LEXICAL SUBSTITUTION
Reno Kriz, Eleni Miltsakaki, Marianna Apidianaki and Chris Callison-Burch
SIMULTANEOUSLY SELF-ATTENDING TO ALL MENTIONS FOR FULL-ABSTRACT BIOLOGICAL RELATION EXTRACTION
Patrick Verga, Emma Strubell and Andrew McCallum
SLOT-GATED MODELING FOR JOINT SLOT FILLING AND INTENT PREDICTION
Chih-Wen Goo, Guang Gao, Yun-Kai Hsu, Chih-Li Huo, Tsung-Chieh Chen, Keng-Wei Hsu and Yun-Nung Chen
SLUICE RESOLUTION WITHOUT HAND-CRAFTED FEATURES OVER BRITTLE SYNTAX TREES
Ola Rønning, Daniel Hardt and Anders Søgaard
SMALLER TEXT CLASSIFIERS WITH DISCRIMINATIVE CLUSTER EMBEDDINGS
Mingda Chen and Kevin Gimpel
SOLVING DATA SPARSITY FOR ASPECT BASED SENTIMENT ANALYSIS USING CROSS-LINGUALITY AND MULTI-LINGUALITY
Md Shad Akhtar, Palaash Sawant, Sukanta Sen, Asif Ekbal and Pushpak Bhattacharyya
SPEAKER NAMING IN MOVIES
Mahmoud Azab, Mingzhe Wang, Max Smith, Noriyuki Kojima, Jia Deng and Rada Mihalcea
SPECIALISING WORD VECTORS FOR LEXICAL ENTAILMENT
Ivan Vulić and Nikola Mrkšić
SPOTTING SPURIOUS DATA WITH NEURAL NETWORKS
Hadi Amiri, Timothy Miller and Guergana Savova
SRL4ORL: IMPROVING OPINION ROLE LABELING USING MULTI-TASK LEARNING WITH SEMANTIC ROLE LABELING
Ana Marasovic and Anette Frank
STACKING WITH AUXILIARY FEATURES FOR VISUAL QUESTION ANSWERING
Nazneen Fatema Rajani and Raymond Mooney
STRONG BASELINES FOR SIMPLE QUESTION ANSWERING OVER KNOWLEDGE GRAPHS WITH AND WITHOUT NEURAL NETWORKS
Salman Mohammed, Peng Shi and Jimmy Lin
STRUCTURE REGULARIZED NEURAL NETWORK FOR ENTITY RELATION CLASSIFICATION FOR CHINESE LITERATURE TEXT
Ji Wen, Xuancheng Ren, Xu Sun and Qi Su
SUPERVISED AND UNSUPERVISED TRANSFER LEARNING FOR QUESTION ANSWERING
Yu-An Chung, Hung-yi Lee and James Glass
SUPERVISED OPEN INFORMATION EXTRACTION
Gabriel Stanovsky, Julian Michael, Ido Dagan and Luke Zettlemoyer
SYNTACTIC PATTERNS IMPROVE INFORMATION EXTRACTION FOR MEDICAL SEARCH
Roma Patel, Yinfei Yang, Iain Marshall, Ani Nenkova and Byron Wallace
SYNTACTICALLY AWARE NEURAL ARCHITECTURES FOR DEFINITION EXTRACTION
Luis Espinosa Anke and Steven Schockaert
TARGET FORESIGHT BASED ATTENTION FOR NEURAL MACHINE TRANSLATION
Xintong Li, Lemao Liu, Zhaopeng Tu, Shuming Shi and Max Meng
TEMPO-LEXICAL CONTEXT DRIVEN WORD EMBEDDING FOR CROSS-SESSION SEARCH TASK EXTRACTION
Procheta Sen, Debasis Ganguly and Gareth Jones
TENSOR PRODUCT GENERATION NETWORKS FOR DEEP NLP MODELING
Qiuyuan Huang, Paul Smolensky, Xiaodong He, Li Deng and Dapeng Wu
TEXT SEGMENTATION AS A SUPERVISED LEARNING TASK
Noam Mor, Omri Koshorek, Adir Cohen, Michael Rotman and Jonathan Berant
THE ARGUMENT REASONING COMPREHENSION TASK: IDENTIFICATION AND RECONSTRUCTION OF IMPLICIT WARRANTS
Ivan Habernal, Henning Wachsmuth, Iryna Gurevych and Benno Stein
THE COMPUTATIONAL COMPLEXITY OF DISTINCTIVE FEATURE MINIMIZATION IN PHONOLOGY
Mans Hulden and Hubie Chen
THE CONTEXT-DEPENDENT ADDITIVE RECURRENT NEURAL NET
Quan Hung Tran, Tuan Lai, Ingrid Zukerman, Gholamreza Haffari, Trung Bui and Hung Bui
THE EMERGENCE OF SEMANTICS IN NEURAL NETWORK REPRESENTATIONS OF VISUAL INFORMATION
Dhanush Dharmaretnam and Alona Fyshe
THE IMPORTANCE OF CALIBRATION FOR ESTIMATING PROPORTIONS FROM ANNOTATIONS
Dallas Card and Noah A. Smith
THE IMPORTANCE OF SUBWORD EMBEDDINGS IN SENTENCE PAIR MODELING
Wuwei Lan and Wei Xu
THE TIMING OF LEXICAL MEMORY RETRIEVALS IN LANGUAGE PRODUCTION
Jeremy Cole and David Reitter
THE WEB AS A KNOWLEDGE-BASE FOR ANSWERING COMPLEX QUESTIONS
Alon Talmor and Jonathan Berant
THE WORD ANALOGY TESTING CAVEAT
Natalie Schluter
TIED MULTITASK LEARNING FOR NEURAL SPEECH TRANSLATION
Antonios Anastasopoulos and David Chiang
TOWARDS A VARIABILITY MEASURE FOR MULTIWORD EXPRESSIONS
Caroline Pasquer, Agata Savary, Jean-Yves Antoine and Carlos Ramisch
TOWARDS UNDERSTANDING TEXT FACTORS IN ORAL READING
Anastassia Loukina, Van Rynald T. Liceralde and Beata Beigman Klebanov
TRACKING STATE CHANGES IN PROCEDURAL TEXT: A CHALLENGE DATASET AND MODELS FOR PROCESS PARAGRAPH COMPREHENSION
Bhavana Dalvi, Lifu Huang, Niket Tandon, Wen-tau Yih and Peter Clark
TRAINING STRUCTURED PREDICTION ENERGY NETWORKS WITH INDIRECT SUPERVISION
Amirmohammad Rooshenas, Aishwarya Kamath and Andrew McCallum
TRANSITION-BASED CHINESE AMR PARSING
Chuan Wang, Bin Li and Nianwen Xue
TYPESQL: KNOWLEDGE-BASED TYPE-AWARE NEURAL TEXT-TO-SQL GENERATION
Tao Yu, Zifan Li, Zilin Zhang, Rui Zhang and Dragomir Radev
UNIFIED PRAGMATIC MODELS FOR GENERATING AND FOLLOWING INSTRUCTIONS
Daniel Fried, Jacob Andreas and Dan Klein
UNIVERSAL DEPENDENCY PARSING FOR HINDI-ENGLISH CODE-SWITCHING
Irshad Bhat, Riyaz A. Bhat, Manish Shrivastava and Dipti Sharma
UNIVERSAL NEURAL MACHINE TRANSLATION FOR (ALMOST) ZERO-RESOURCE LANGUAGES
Jiatao Gu, Hany Hassan, Jacob Devlin and Victor O.K. Li
UNSUPERVISED DISAMBIGUATION OF SYNCRETISM IN INFLECTED LEXICONS
Ryan Cotterell, Christo Kirov, Sebastian J. Mielke and Jason Eisner
UNSUPERVISED INDUCTION OF LINGUISTIC CATEGORIES WITH RECORDS OF READING, SPEAKING, AND WRITING
Maria Barrett, Lea Frermann, Ana Valeria Gonzalez-Garduño and Anders Søgaard
UNSUPERVISED KEYPHRASE EXTRACTION WITH MULTIPARTITE GRAPHS
Florian Boudin
UNSUPERVISED LEARNING OF SENTENCE EMBEDDINGS USING COMPOSITIONAL N-GRAM FEATURES
Matteo Pagliardini, Prakhar Gupta and Martin Jaggi
USING MORPHOLOGICAL KNOWLEDGE IN OPEN-VOCABULARY NEURAL LANGUAGE MODELS
Austin Matthews, Graham Neubig and Chris Dyer
USING SOCIAL MEDIA TEXT TO DETECT DENIAL-OF-SERVICE ATTACKS: APPLYING NLP TO COMPUTER SECURITY
Nathanael Chambers, Ben Fry and James McMasters
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Nima Pourdamghani, Marjan Ghazvininejad and Kevin Knight
VARIABLE TYPING: ASSIGNING MEANING TO VARIABLES IN MATHEMATICAL TEXT
Yiannos Stathopoulos, Simon Baker, Marek Rei and Simone Teufel
VARIATIONAL KNOWLEDGE GRAPH REASONING
Wenhu Chen, Wenhan Xiong, Xifeng Yan and William Yang Wang
VISUAL REFERRING EXPRESSION RECOGNITION: WHAT DO OUR SYSTEMS ACTUALLY LEARN?
Volkan Cirik, Louis-Philippe Morency and Taylor Berg-Kirkpatrick
VISUALLY GUIDED SPATIAL RELATION EXTRACTION FROM TEXT
Taher Rahgooy, Umar Manzoor and Parisa Kordjamshidi
WATCH, LISTEN, AND DESCRIBE: GLOBALLY AND LOCALLY ALIGNED CROSS-MODAL ATTENTIONS FOR VIDEO CAPTIONING
Xin Wang, Yuan-Fang Wang and William Yang Wang
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David Gaddy, Mitchell Stern and Dan Klein
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Yitong Li, Trevor Cohn and Timothy Baldwin
WHAT’S THIS MOVIE ABOUT? A JOINT NEURAL NETWORK ARCHITECTURE FOR MOVIE CONTENT ANALYSIS
Philip John Gorinski and Mirella Lapata
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Ye Qi, Devendra Sachan, Matthieu Felix, Sarguna Padmanabhan and Graham Neubig
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Markus Zopf, Eneldo Loza Mencía and Johannes Fürnkranz
WORD EMBEDDING ATTENTION NETWORK: GENERATING WORDS BY QUERYING DISTRIBUTED WORD REPRESENTATIONS FOR PARAPHRASE GENERATION
Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li and Xuancheng Ren
WORD EMOTION INDUCTION FOR MULTIPLE LANGUAGES AS A DEEP MULTI-TASK LEARNING PROBLEM
Sven Buechel and Udo Hahn
ZERO-SHOT QUESTION GENERATION FROM KNOWLEDGE GRAPHS FOR UNSEEN PREDICATES AND ENTITY TYPES
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ZERO-SHOT SEQUENCE LABELLING THROUGH TRANSFER LEARNING
Marek Rei and Anders Søgaard