List of Accepted Papers

Here is the list of long and short papers accepted by the research track. Congratulations to all authors! We will post the detailed technical program soon at the NAACL website. Great thanks to all of our wonderful area chairs and reviewers for their hard work in the past three months!

Looking forward to meeting everyone soon in New Orleans,
Heng and Amanda

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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

USING WORD VECTORS TO IMPROVE WORD ALIGNMENTS FOR LOW RESOURCE MACHINE TRANSLATION
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

WHAT’S GOING ON IN NEURAL CONSTITUENCY PARSERS? AN ANALYSIS
David Gaddy, Mitchell Stern and Dan Klein

WHAT’S IN A DOMAIN? LEARNING DOMAIN-ROBUST TEXT REPRESENTATIONS USING ADVERSARIAL TRAINING
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

WHEN AND WHY ARE PRE-TRAINED WORD EMBEDDINGS USEFUL FOR NEURAL MACHINE TRANSLATION?
Ye Qi, Devendra Sachan, Matthieu Felix, Sarguna Padmanabhan and Graham Neubig

WHERE HAVE I HEARD THIS STORY BEFORE?: IDENTIFYING NARRATIVE SIMILARITY IN MOVIE SUMMARIES
Snigdha Chaturvedi, Shashank Srivastava and Dan Roth

WHICH SCORES TO PREDICT IN SENTENCE REGRESSION FOR TEXT SUMMARIZATION?
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
Hady Elsahar, Christophe Gravier and Frederique Laforest

ZERO-SHOT SEQUENCE LABELLING THROUGH TRANSFER LEARNING
Marek Rei and Anders Søgaard

 

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