| 2016 | A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs. Kristina Toutanova, Chris Brockett, Ke M. Tran, Saleema Amershi |
| 2016 | A Decomposable Attention Model for Natural Language Inference. Ankur P. Parikh, Oscar Täckström, Dipanjan Das, Jakob Uszkoreit |
| 2016 | A General Regularization Framework for Domain Adaptation. Wei Lu, Hai Leong Chieu, Jonathan Löfgren |
| 2016 | A Graph Degeneracy-based Approach to Keyword Extraction. Antoine J.-P. Tixier, Fragkiskos D. Malliaros, Michalis Vazirgiannis |
| 2016 | A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis. Sebastian Ruder, Parsa Ghaffari, John G. Breslin |
| 2016 | A Neural Approach to Automated Essay Scoring. Kaveh Taghipour, Hwee Tou Ng |
| 2016 | A Neural Network Architecture for Multilingual Punctuation Generation. Miguel Ballesteros, Leo Wanner |
| 2016 | A Neural Network for Coordination Boundary Prediction. Jessica Ficler, Yoav Goldberg |
| 2016 | A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification. Yunlun Yang, Yunhai Tong, Shulei Ma, Zhi-Hong Deng |
| 2016 | A Semiparametric Model for Bayesian Reader Identification. Ahmed AbdelWahab, Reinhold Kliegl, Niels Landwehr |
| 2016 | A Stacking Gated Neural Architecture for Implicit Discourse Relation Classification. Lianhui Qin, Zhisong Zhang, Hai Zhao |
| 2016 | A Theme-Rewriting Approach for Generating Algebra Word Problems. Rik Koncel-Kedziorski, Ioannis Konstas, Luke Zettlemoyer, Hannaneh Hajishirzi |
| 2016 | AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding. Xiang Ren, Wenqi He, Meng Qu, Lifu Huang, Heng Ji, Jiawei Han |
| 2016 | AMR Parsing with an Incremental Joint Model. Junsheng Zhou, Feiyu Xu, Hans Uszkoreit, Weiguang Qu, Ran Li, Yanhui Gu |
| 2016 | AMR-to-text generation as a Traveling Salesman Problem. Linfeng Song, Yue Zhang, Xiaochang Peng, Zhiguo Wang, Daniel Gildea |
| 2016 | Adapting Grammatical Error Correction Based on the Native Language of Writers with Neural Network Joint Models. Shamil Chollampatt, Duc Tam Hoang, Hwee Tou Ng |
| 2016 | Addressee and Response Selection for Multi-Party Conversation. Hiroki Ouchi, Yuta Tsuboi |
| 2016 | All Fingers are not Equal: Intensity of References in Scientific Articles. Tanmoy Chakraborty, Ramasuri Narayanam |
| 2016 | An Embedding Model for Predicting Roll-Call Votes. Peter Kraft, Hirsh Jain, Alexander M. Rush |
| 2016 | An Evaluation of Parser Robustness for Ungrammatical Sentences. Homa B. Hashemi, Rebecca Hwa |
| 2016 | An Unsupervised Probability Model for Speech-to-Translation Alignment of Low-Resource Languages. Antonios Anastasopoulos, David Chiang, Long Duong |
| 2016 | Analyzing Framing through the Casts of Characters in the News. Dallas Card, Justin H. Gross, Amber E. Boydstun, Noah A. Smith |
| 2016 | Analyzing Linguistic Knowledge in Sequential Model of Sentence. Peng Qian, Xipeng Qiu, Xuanjing Huang |
| 2016 | Analyzing the Behavior of Visual Question Answering Models. Aishwarya Agrawal, Dhruv Batra, Devi Parikh |
| 2016 | Anchoring and Agreement in Syntactic Annotations. Yevgeni Berzak, Yan Huang, Andrei Barbu, Anna Korhonen, Boris Katz |
| 2016 | Antecedent Selection for Sluicing: Structure and Content. Pranav Anand, Daniel Hardt |
| 2016 | Are Word Embedding-based Features Useful for Sarcasm Detection? Aditya Joshi, Vaibhav Tripathi, Kevin Patel, Pushpak Bhattacharyya, Mark James Carman |
| 2016 | Aspect Level Sentiment Classification with Deep Memory Network. Duyu Tang, Bing Qin, Ting Liu |
| 2016 | Attention-based LSTM Network for Cross-Lingual Sentiment Classification. Xinjie Zhou, Xiaojun Wan, Jianguo Xiao |
| 2016 | Attention-based LSTM for Aspect-level Sentiment Classification. Yequan Wang, Minlie Huang, Xiaoyan Zhu, Li Zhao |
| 2016 | Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine Translation. Wenbin Jiang, Wen Zhang, Jinan Xu, Rangjia Cai |
| 2016 | Automatic Extraction of Implicit Interpretations from Modal Constructions. Jordan Sanders, Eduardo Blanco |
| 2016 | Automatic Features for Essay Scoring - An Empirical Study. Fei Dong, Yue Zhang |
| 2016 | Beyond Canonical Texts: A Computational Analysis of Fanfiction. Smitha Milli, David Bamman |
| 2016 | Bi-directional Attention with Agreement for Dependency Parsing. Hao Cheng, Hao Fang, Xiaodong He, Jianfeng Gao, Li Deng |
| 2016 | Bilingually-constrained Synthetic Data for Implicit Discourse Relation Recognition. Changxing Wu, Xiaodong Shi, Yidong Chen, Yanzhou Huang, Jinsong Su |
| 2016 | BrainBench: A Brain-Image Test Suite for Distributional Semantic Models. Haoyan Xu, Brian Murphy, Alona Fyshe |
| 2016 | Building an Evaluation Scale using Item Response Theory. John P. Lalor, Hao Wu, Hong Yu |
| 2016 | Building compositional semantics and higher-order inference system for a wide-coverage Japanese CCG parser. Koji Mineshima, Ribeka Tanaka, Pascual Martínez-Gómez, Yusuke Miyao, Daisuke Bekki |
| 2016 | Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification. Jiacheng Xu, Danlu Chen, Xipeng Qiu, Xuanjing Huang |
| 2016 | Capturing Argument Relationship for Chinese Semantic Role Labeling. Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui, Tingsong Jiang |
| 2016 | Character Sequence Models for Colorful Words. Kazuya Kawakami, Chris Dyer, Bryan R. Routledge, Noah A. Smith |
| 2016 | Character-Level Question Answering with Attention. Xiaodong He, David Golub |
| 2016 | Characterizing the Language of Online Communities and its Relation to Community Reception. Trang Tran, Mari Ostendorf |
| 2016 | Charagram: Embedding Words and Sentences via Character n-grams. John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu |
| 2016 | Combining Supervised and Unsupervised Enembles for Knowledge Base Population. Nazneen Fatema Rajani, Raymond J. Mooney |
| 2016 | Comparing Computational Cognitive Models of Generalization in a Language Acquisition Task. Libby Barak, Adele E. Goldberg, Suzanne Stevenson |
| 2016 | Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics. Douwe Kiela, Anita Lilla Vero, Stephen Clark |
| 2016 | Conditional Generation and Snapshot Learning in Neural Dialogue Systems. Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Pei-Hao Su, Stefan Ultes, David Vandyke, Steve J. Young |
| 2016 | Context-Dependent Sense Embedding. Lin Qiu, Kewei Tu, Yong Yu |
| 2016 | Context-Sensitive Lexicon Features for Neural Sentiment Analysis. Zhiyang Teng, Duy-Tin Vo, Yue Zhang |
| 2016 | Controlling Output Length in Neural Encoder-Decoders. Yuta Kikuchi, Graham Neubig, Ryohei Sasano, Hiroya Takamura, Manabu Okumura |
| 2016 | Convolutional Neural Network Language Models. Ngoc-Quan Pham, Germán Kruszewski, Gemma Boleda |
| 2016 | Coverage Embedding Models for Neural Machine Translation. Haitao Mi, Baskaran Sankaran, Zhiguo Wang, Abe Ittycheriah |
| 2016 | Creating Causal Embeddings for Question Answering with Minimal Supervision. Rebecca Sharp, Mihai Surdeanu, Peter Jansen, Peter Clark, Michael Hammond |
| 2016 | Creating a Large Benchmark for Open Information Extraction. Gabriel Stanovsky, Ido Dagan |
| 2016 | Cross Sentence Inference for Process Knowledge. Samuel Louvan, Chetan Naik, Sadhana Kumaravel, Heeyoung Kwon, Niranjan Balasubramanian, Peter Clark |
| 2016 | Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change. William L. Hamilton, Jure Leskovec, Dan Jurafsky |
| 2016 | De-Conflated Semantic Representations. Mohammad Taher Pilehvar, Nigel Collier |
| 2016 | Deceptive Review Spam Detection via Exploiting Task Relatedness and Unlabeled Data. Zhen Hai, Peilin Zhao, Peng Cheng, Peng Yang, Xiaoli Li, Guangxia Li |
| 2016 | Deep Multi-Task Learning with Shared Memory for Text Classification. Pengfei Liu, Xipeng Qiu, Xuanjing Huang |
| 2016 | Deep Neural Networks with Massive Learned Knowledge. Zhiting Hu, Zichao Yang, Ruslan Salakhutdinov, Eric P. Xing |
| 2016 | Deep Reinforcement Learning for Dialogue Generation. Jiwei Li, Will Monroe, Alan Ritter, Dan Jurafsky, Michel Galley, Jianfeng Gao |
| 2016 | Deep Reinforcement Learning for Mention-Ranking Coreference Models. Kevin Clark, Christopher D. Manning |
| 2016 | Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads. Ji He, Mari Ostendorf, Xiaodong He, Jianshu Chen, Jianfeng Gao, Lihong Li, Li Deng |
| 2016 | Demographic Dialectal Variation in Social Media: A Case Study of African-American English. Su Lin Blodgett, Lisa Green, Brendan T. O'Connor |
| 2016 | Detecting and Characterizing Events. Allison June-Barlow Chaney, Hanna M. Wallach, Matthew Connelly, David M. Blei |
| 2016 | Discourse Parsing with Attention-based Hierarchical Neural Networks. Qi Li, Tianshi Li, Baobao Chang |
| 2016 | Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser. Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Noah A. Smith |
| 2016 | Distinguishing Past, On-going, and Future Events: The EventStatus Corpus. Ruihong Huang, Ignacio Cases, Dan Jurafsky, Cleo Condoravdi, Ellen Riloff |
| 2016 | Does 'well-being' translate on Twitter? Laura Smith, Salvatore Giorgi, Rishi Solanki, Johannes C. Eichstaedt, H. Andrew Schwartz, Muhammad Abdul-Mageed, Anneke Buffone, Lyle H. Ungar |
| 2016 | Does String-Based Neural MT Learn Source Syntax? Xing Shi, Inkit Padhi, Kevin Knight |
| 2016 | Effective Greedy Inference for Graph-based Non-Projective Dependency Parsing. Ilan Tchernowitz, Liron Yedidsion, Roi Reichart |
| 2016 | Emotion Distribution Learning from Texts. Deyu Zhou, Xuan Zhang, Yin Zhou, Quan Zhao, Xin Geng |
| 2016 | Encoding Temporal Information for Time-Aware Link Prediction. Tingsong Jiang, Tianyu Liu, Tao Ge, Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui |
| 2016 | Enhanced Personalized Search using Social Data. Dong Zhou, Séamus Lawless, Xuan Wu, Wenyu Zhao, Jianxun Liu |
| 2016 | Equation Parsing : Mapping Sentences to Grounded Equations. Subhro Roy, Shyam Upadhyay, Dan Roth |
| 2016 | Evaluating Induced CCG Parsers on Grounded Semantic Parsing. Yonatan Bisk, Siva Reddy, John Blitzer, Julia Hockenmaier, Mark Steedman |
| 2016 | Event Detection and Co-reference with Minimal Supervision. Haoruo Peng, Yangqiu Song, Dan Roth |
| 2016 | Event participant modelling with neural networks. Ottokar Tilk, Vera Demberg, Asad B. Sayeed, Dietrich Klakow, Stefan Thater |
| 2016 | Event-Driven Emotion Cause Extraction with Corpus Construction. Lin Gui, Dongyin Wu, Ruifeng Xu, Qin Lu, Yu Zhou |
| 2016 | Exploiting Mutual Benefits between Syntax and Semantic Roles using Neural Network. Peng Shi, Zhiyang Teng, Yue Zhang |
| 2016 | Exploiting Sentence Similarities for Better Alignments. Tao Li, Vivek Srikumar |
| 2016 | Exploiting Source-side Monolingual Data in Neural Machine Translation. Jiajun Zhang, Chengqing Zong |
| 2016 | Exploring Semantic Representation in Brain Activity Using Word Embeddings. Yu-Ping Ruan, Zhen-Hua Ling, Yu Hu |
| 2016 | Extracting Aspect Specific Opinion Expressions. Abhishek Laddha, Arjun Mukherjee |
| 2016 | Extracting Subevents via an Effective Two-phase Approach. Allison Badgett, Ruihong Huang |
| 2016 | Fast Coupled Sequence Labeling on Heterogeneous Annotations via Context-aware Pruning. Zhenghua Li, Jiayuan Chao, Min Zhang, Jiwen Yang |
| 2016 | Fluency detection on communication networks. Tom Lippincott, Benjamin Van Durme |
| 2016 | Friends with Motives: Using Text to Infer Influence on SCOTUS. Yanchuan Sim, Bryan R. Routledge, Noah A. Smith |
| 2016 | Gated Word-Character Recurrent Language Model. Yasumasa Miyamoto, Kyunghyun Cho |
| 2016 | Gaussian Visual-Linguistic Embedding for Zero-Shot Recognition. Tanmoy Mukherjee, Timothy M. Hospedales |
| 2016 | Generalizing and Hybridizing Count-based and Neural Language Models. Graham Neubig, Chris Dyer |
| 2016 | Generating Abbreviations for Chinese Named Entities Using Recurrent Neural Network with Dynamic Dictionary. Qi Zhang, Jin Qian, Ya Guo, Yaqian Zhou, Xuanjing Huang |
| 2016 | Generating Coherent Summaries of Scientific Articles Using Coherence Patterns. Daraksha Parveen, Mohsen Mesgar, Michael Strube |
| 2016 | Generating Topical Poetry. Marjan Ghazvininejad, Xing Shi, Yejin Choi, Kevin Knight |
| 2016 | Global Neural CCG Parsing with Optimality Guarantees. Kenton Lee, Mike Lewis, Luke Zettlemoyer |
| 2016 | Globally Coherent Text Generation with Neural Checklist Models. Chloé Kiddon, Luke Zettlemoyer, Yejin Choi |
| 2016 | HUME: Human UCCA-Based Evaluation of Machine Translation. Alexandra Birch, Omri Abend, Ondrej Bojar, Barry Haddow |
| 2016 | How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation. Chia-Wei Liu, Ryan Lowe, Iulian Serban, Michael Noseworthy, Laurent Charlin, Joelle Pineau |
| 2016 | How Transferable are Neural Networks in NLP Applications? Lili Mou, Zhao Meng, Rui Yan, Ge Li, Yan Xu, Lu Zhang, Zhi Jin |
| 2016 | Human Attention in Visual Question Answering: Do Humans and Deep Networks look at the same regions? Abhishek Das, Harsh Agrawal, Larry Zitnick, Devi Parikh, Dhruv Batra |
| 2016 | Human-in-the-Loop Parsing. Luheng He, Julian Michael, Mike Lewis, Luke Zettlemoyer |
| 2016 | IRT-based Aggregation Model of Crowdsourced Pairwise Comparison for Evaluating Machine Translations. Naoki Otani, Toshiaki Nakazawa, Daisuke Kawahara, Sadao Kurohashi |
| 2016 | Identifying Dogmatism in Social Media: Signals and Models. Ethan Fast, Eric Horvitz |
| 2016 | Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning. Karthik Narasimhan, Adam Yala, Regina Barzilay |
| 2016 | Improving LSTM-based Video Description with Linguistic Knowledge Mined from Text. Subhashini Venugopalan, Lisa Anne Hendricks, Raymond J. Mooney, Kate Saenko |
| 2016 | Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping. Jian Ni, Radu Florian |
| 2016 | Improving Semantic Parsing via Answer Type Inference. Semih Yavuz, Izzeddin Gur, Yu Su, Mudhakar Srivatsa, Xifeng Yan |
| 2016 | Improving Sparse Word Representations with Distributional Inference for Semantic Composition. Thomas Kober, Julie Weeds, Jeremy Reffin, David J. Weir |
| 2016 | Improving Users' Demographic Prediction via the Videos They Talk about. Yuan Wang, Yang Xiao, Chao Ma, Zhen Xiao |
| 2016 | Incorporating Discrete Translation Lexicons into Neural Machine Translation. Philip Arthur, Graham Neubig, Satoshi Nakamura |
| 2016 | Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora. William L. Hamilton, Kevin Clark, Jure Leskovec, Dan Jurafsky |
| 2016 | Insertion Position Selection Model for Flexible Non-Terminals in Dependency Tree-to-Tree Machine Translation. Toshiaki Nakazawa, John Richardson, Sadao Kurohashi |
| 2016 | Interpreting Neural Networks to Improve Politeness Comprehension. Malika Aubakirova, Mohit Bansal |
| 2016 | Intra-Sentential Subject Zero Anaphora Resolution using Multi-Column Convolutional Neural Network. Ryu Iida, Kentaro Torisawa, Jong-Hoon Oh, Canasai Kruengkrai, Julien Kloetzer |
| 2016 | It Takes Three to Tango: Triangulation Approach to Answer Ranking in Community Question Answering. Preslav Nakov, Lluís Màrquez, Francisco Guzmán |
| 2016 | Joint Transition-based Dependency Parsing and Disfluency Detection for Automatic Speech Recognition Texts. Masashi Yoshikawa, Hiroyuki Shindo, Yuji Matsumoto |
| 2016 | Jointly Embedding Knowledge Graphs and Logical Rules. Shu Guo, Quan Wang, Lihong Wang, Bin Wang, Li Guo |
| 2016 | Jointly Learning Grounded Task Structures from Language Instruction and Visual Demonstration. Changsong Liu, Shaohua Yang, Sari Saba-Sadiya, Nishant Shukla, Yunzhong He, Song-Chun Zhu, Joyce Yue Chai |
| 2016 | Key-Value Memory Networks for Directly Reading Documents. Alexander H. Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston |
| 2016 | Keyphrase Extraction Using Deep Recurrent Neural Networks on Twitter. Qi Zhang, Yang Wang, Yeyun Gong, Xuanjing Huang |
| 2016 | LAMB: A Good Shepherd of Morphologically Rich Languages. Sebastian Ebert, Thomas Müller, Hinrich Schütze |
| 2016 | LSTM Shift-Reduce CCG Parsing. Wenduan Xu |
| 2016 | Language as a Latent Variable: Discrete Generative Models for Sentence Compression. Yishu Miao, Phil Blunsom |
| 2016 | Latent Tree Language Model. Tomás Brychcín |
| 2016 | Learning Connective-based Word Representations for Implicit Discourse Relation Identification. Chloé Braud, Pascal Denis |
| 2016 | Learning Crosslingual Word Embeddings without Bilingual Corpora. Long Duong, Hiroshi Kanayama, Tengfei Ma, Steven Bird, Trevor Cohn |
| 2016 | Learning Robust Representations of Text. Yitong Li, Trevor Cohn, Timothy Baldwin |
| 2016 | Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification. Jianfei Yu, Jing Jiang |
| 2016 | Learning Term Embeddings for Taxonomic Relation Identification Using Dynamic Weighting Neural Network. Anh Tuan Luu, Yi Tay, Siu Cheung Hui, See-Kiong Ng |
| 2016 | Learning a Lexicon and Translation Model from Phoneme Lattices. Oliver Adams, Graham Neubig, Trevor Cohn, Steven Bird, Quoc Truong Do, Satoshi Nakamura |
| 2016 | Learning from Explicit and Implicit Supervision Jointly For Algebra Word Problems. Shyam Upadhyay, Ming-Wei Chang, Kai-Wei Chang, Wen-tau Yih |
| 2016 | Learning principled bilingual mappings of word embeddings while preserving monolingual invariance. Mikel Artetxe, Gorka Labaka, Eneko Agirre |
| 2016 | Learning to Answer Questions from Wikipedia Infoboxes. Alvaro Morales, Varot Premtoon, Cordelia Avery, Sue Felshin, Boris Katz |
| 2016 | Learning to Capitalize with Character-Level Recurrent Neural Networks: An Empirical Study. Raymond Hendy Susanto, Hai Leong Chieu, Wei Lu |
| 2016 | Learning to Generate Compositional Color Descriptions. Will Monroe, Noah D. Goodman, Christopher Potts |
| 2016 | Learning to Generate Textual Data. Guillaume Bouchard, Pontus Stenetorp, Sebastian Riedel |
| 2016 | Learning to Identify Metaphors from a Corpus of Proverbs. Gözde Özbal, Carlo Strapparava, Serra Sinem Tekiroglu, Daniele Pighin |
| 2016 | Learning to Recognize Discontiguous Entities. Aldrian Obaja Muis, Wei Lu |
| 2016 | Learning to Represent Review with Tensor Decomposition for Spam Detection. Xuepeng Wang, Kang Liu, Shizhu He, Jun Zhao |
| 2016 | Learning to Translate for Multilingual Question Answering. Ferhan Türe, Elizabeth Boschee |
| 2016 | Learning to refine text based recommendations. Youyang Gu, Tao Lei, Regina Barzilay, Tommi S. Jaakkola |
| 2016 | Length bias in Encoder Decoder Models and a Case for Global Conditioning. Pavel Sountsov, Sunita Sarawagi |
| 2016 | Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling. Gakuto Kurata, Bing Xiang, Bowen Zhou, Mo Yu |
| 2016 | Lifelong-RL: Lifelong Relaxation Labeling for Separating Entities and Aspects in Opinion Targets. Lei Shu, Bing Liu, Hu Xu, Annice Kim |
| 2016 | Lifted Rule Injection for Relation Embeddings. Thomas Demeester, Tim Rocktäschel, Sebastian Riedel |
| 2016 | Long Short-Term Memory-Networks for Machine Reading. Jianpeng Cheng, Li Dong, Mirella Lapata |
| 2016 | Long-Short Range Context Neural Networks for Language Modeling. Youssef Oualil, Mittul Singh, Clayton Greenberg, Dietrich Klakow |
| 2016 | Measuring the behavioral impact of machine translation quality improvements with A/B testing. Ben Russell, Duncan Gillespie |
| 2016 | Memory-enhanced Decoder for Neural Machine Translation. Mingxuan Wang, Zhengdong Lu, Hang Li, Qun Liu |
| 2016 | Mining Inference Formulas by Goal-Directed Random Walks. Zhuoyu Wei, Jun Zhao, Kang Liu |
| 2016 | MixKMeans: Clustering Question-Answer Archives. Deepak P |
| 2016 | Modeling Human Reading with Neural Attention. Michael Hahn, Frank Keller |
| 2016 | Modeling Skip-Grams for Event Detection with Convolutional Neural Networks. Thien Huu Nguyen, Ralph Grishman |
| 2016 | Modelling Interaction of Sentence Pair with Coupled-LSTMs. Pengfei Liu, Xipeng Qiu, Yaqian Zhou, Jifan Chen, Xuanjing Huang |
| 2016 | Modified Dirichlet Distribution: Allowing Negative Parameters to Induce Stronger Sparsity. Kewei Tu |
| 2016 | Morphological Priors for Probabilistic Neural Word Embeddings. Parminder Bhatia, Robert Guthrie, Jacob Eisenstein |
| 2016 | Morphological Segmentation Inside-Out. Ryan Cotterell, Arun Kumar, Hinrich Schütze |
| 2016 | Multi-Granularity Chinese Word Embedding. Rongchao Yin, Quan Wang, Peng Li, Rui Li, Bin Wang |
| 2016 | Multi-view Response Selection for Human-Computer Conversation. Xiangyang Zhou, Daxiang Dong, Hua Wu, Shiqi Zhao, Dianhai Yu, Hao Tian, Xuan Liu, Rui Yan |
| 2016 | Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding. Akira Fukui, Dong Huk Park, Daylen Yang, Anna Rohrbach, Trevor Darrell, Marcus Rohrbach |
| 2016 | Named Entity Recognition for Novel Types by Transfer Learning. Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Timothy Baldwin |
| 2016 | Natural Language Comprehension with the EpiReader. Adam Trischler, Zheng Ye, Xingdi Yuan, Philip Bachman, Alessandro Sordoni, Kaheer Suleman |
| 2016 | Natural Language Model Re-usability for Scaling to Different Domains. Young-Bum Kim, Alexandre Rochette, Ruhi Sarikaya |
| 2016 | Nested Propositions in Open Information Extraction. Nikita Bhutani, H. V. Jagadish, Dragomir R. Radev |
| 2016 | Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge. Nicholas Locascio, Karthik Narasimhan, Eduardo DeLeon, Nate Kushman, Regina Barzilay |
| 2016 | Neural Headline Generation on Abstract Meaning Representation. Sho Takase, Jun Suzuki, Naoaki Okazaki, Tsutomu Hirao, Masaaki Nagata |
| 2016 | Neural Morphological Analysis: Encoding-Decoding Canonical Segments. Katharina Kann, Ryan Cotterell, Hinrich Schütze |
| 2016 | Neural Network for Heterogeneous Annotations. Hongshen Chen, Yue Zhang, Qun Liu |
| 2016 | Neural Sentiment Classification with User and Product Attention. Huimin Chen, Maosong Sun, Cunchao Tu, Yankai Lin, Zhiyuan Liu |
| 2016 | Neural Shift-Reduce CCG Semantic Parsing. Dipendra Kumar Misra, Yoav Artzi |
| 2016 | Neural Text Generation from Structured Data with Application to the Biography Domain. Rémi Lebret, David Grangier, Michael Auli |
| 2016 | Neural versus Phrase-Based Machine Translation Quality: a Case Study. Luisa Bentivogli, Arianna Bisazza, Mauro Cettolo, Marcello Federico |
| 2016 | News Stream Summarization using Burst Information Networks. Tao Ge, Lei Cui, Baobao Chang, Sujian Li, Ming Zhou, Zhifang Sui |
| 2016 | Non-Literal Text Reuse in Historical Texts: An Approach to Identify Reuse Transformations and its Application to Bible Reuse. Maria Moritz, Andreas Wiederhold, Barbara Pavlek, Yuri Bizzoni, Marco Büchler |
| 2016 | Non-uniform Language Detection in Technical Writing. Weibo Wang, Abidalrahman Moh'd, Aminul Islam, Axel J. Soto, Evangelos E. Milios |
| 2016 | Nonparametric Bayesian Models for Spoken Language Understanding. Kei Wakabayashi, Johane Takeuchi, Kotaro Funakoshi, Mikio Nakano |
| 2016 | Numerically Grounded Language Models for Semantic Error Correction. Georgios P. Spithourakis, Isabelle Augenstein, Sebastian Riedel |
| 2016 | On Generating Characteristic-rich Question Sets for QA Evaluation. Yu Su, Huan Sun, Brian M. Sadler, Mudhakar Srivatsa, Izzeddin Gur, Zenghui Yan, Xifeng Yan |
| 2016 | On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements. Markus Dollmann, Michaela Geierhos |
| 2016 | Online Segment to Segment Neural Transduction. Lei Yu, Jan Buys, Phil Blunsom |
| 2016 | Orthographic Syllable as basic unit for SMT between Related Languages. Anoop Kunchukuttan, Pushpak Bhattacharyya |
| 2016 | POLY: Mining Relational Paraphrases from Multilingual Sentences. Adam Grycner, Gerhard Weikum |
| 2016 | PaCCSS-IT: A Parallel Corpus of Complex-Simple Sentences for Automatic Text Simplification. Dominique Brunato, Andrea Cimino, Felice Dell'Orletta, Giulia Venturi |
| 2016 | Parsing as Language Modeling. Do Kook Choe, Eugene Charniak |
| 2016 | Personalized Emphasis Framing for Persuasive Message Generation. Tao Ding, Shimei Pan |
| 2016 | Phonologically Aware Neural Model for Named Entity Recognition in Low Resource Transfer Settings. Akash Bharadwaj, David R. Mortensen, Chris Dyer, Jaime G. Carbonell |
| 2016 | Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction. Marcin Junczys-Dowmunt, Roman Grundkiewicz |
| 2016 | Poet Admits // Mute Cypher: Beam Search to find Mutually Enciphering Poetic Texts. Cole Peterson, Alona Fyshe |
| 2016 | Porting an Open Information Extraction System from English to German. Tobias Falke, Gabriel Stanovsky, Iryna Gurevych, Ido Dagan |
| 2016 | Predicting the Relative Difficulty of Single Sentences With and Without Surrounding Context. Elliot Schumacher, Maxine Eskénazi, Gwen A. Frishkoff, Kevyn Collins-Thompson |
| 2016 | Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, EMNLP 2016, Austin, Texas, USA, November 1-4, 2016 Jian Su, Xavier Carreras, Kevin Duh |
| 2016 | Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions. Arijit Ray, Gordon A. Christie, Mohit Bansal, Dhruv Batra, Devi Parikh |
| 2016 | Rationale-Augmented Convolutional Neural Networks for Text Classification. Ye Zhang, Iain James Marshall, Byron C. Wallace |
| 2016 | Rationalizing Neural Predictions. Tao Lei, Regina Barzilay, Tommi S. Jaakkola |
| 2016 | Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems. Dario Bertero, Farhad Bin Siddique, Chien-Sheng Wu, Yan Wan, Ricky Ho Yin Chan, Pascale Fung |
| 2016 | Reasoning about Pragmatics with Neural Listeners and Speakers. Jacob Andreas, Dan Klein |
| 2016 | Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level Attention. Yang Liu, Sujian Li |
| 2016 | Recurrent Residual Learning for Sequence Classification. Yiren Wang, Fei Tian |
| 2016 | Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis. Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao |
| 2016 | Regularizing Text Categorization with Clusters of Words. Konstantinos Skianis, François Rousseau, Michalis Vazirgiannis |
| 2016 | Relation Schema Induction using Tensor Factorization with Side Information. Madhav Nimishakavi, Uday Singh Saini, Partha P. Talukdar |
| 2016 | Relations such as Hypernymy: Identifying and Exploiting Hearst Patterns in Distributional Vectors for Lexical Entailment. Stephen Roller, Katrin Erk |
| 2016 | Representing Verbs with Rich Contexts: an Evaluation on Verb Similarity. Emmanuele Chersoni, Enrico Santus, Alessandro Lenci, Philippe Blache, Chu-Ren Huang |
| 2016 | Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes. Gordon A. Christie, Ankit Laddha, Aishwarya Agrawal, Stanislaw Antol, Yash Goyal, Kevin Kochersberger, Dhruv Batra |
| 2016 | Richer Interpolative Smoothing Based on Modified Kneser-Ney Language Modeling. Ehsan Shareghi, Trevor Cohn, Gholamreza Haffari |
| 2016 | Robust Gram Embeddings. Taygun Kekeç, David M. J. Tax |
| 2016 | Rule Extraction for Tree-to-Tree Transducers by Cost Minimization. Pascual Martínez-Gómez, Yusuke Miyao |
| 2016 | SQuAD: 100, 000+ Questions for Machine Comprehension of Text. Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, Percy Liang |
| 2016 | Semantic Parsing to Probabilistic Programs for Situated Question Answering. Jayant Krishnamurthy, Oyvind Tafjord, Aniruddha Kembhavi |
| 2016 | Semantic Parsing with Semi-Supervised Sequential Autoencoders. Tomás Kociský, Gábor Melis, Edward Grefenstette, Chris Dyer, Wang Ling, Phil Blunsom, Karl Moritz Hermann |
| 2016 | Semi-Supervised Learning of Sequence Models with Method of Moments. Zita Marinho, André F. T. Martins, Shay B. Cohen, Noah A. Smith |
| 2016 | Sequence-Level Knowledge Distillation. Yoon Kim, Alexander M. Rush |
| 2016 | Sequence-to-Sequence Learning as Beam-Search Optimization. Sam Wiseman, Alexander M. Rush |
| 2016 | SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity. Daniela Gerz, Ivan Vulic, Felix Hill, Roi Reichart, Anna Korhonen |
| 2016 | SimpleScience: Lexical Simplification of Scientific Terminology. Yea-Seul Kim, Jessica Hullman, Matthew Burgess, Eytan Adar |
| 2016 | Solving Verbal Questions in IQ Test by Knowledge-Powered Word Embedding. Huazheng Wang, Fei Tian, Bin Gao, Chengjieren Zhu, Jiang Bian, Tie-Yan Liu |
| 2016 | Solving and Generating Chinese Character Riddles. Chuanqi Tan, Furu Wei, Li Dong, Weifeng Lv, Ming Zhou |
| 2016 | Sort Story: Sorting Jumbled Images and Captions into Stories. Harsh Agrawal, Arjun Chandrasekaran, Dhruv Batra, Devi Parikh, Mohit Bansal |
| 2016 | Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles. James Cross, Liang Huang |
| 2016 | Speculation and Negation Scope Detection via Convolutional Neural Networks. Zhong Qian, Peifeng Li, Qiaoming Zhu, Guodong Zhou, Zhunchen Luo, Wei Luo |
| 2016 | Speed-Accuracy Tradeoffs in Tagging with Variable-Order CRFs and Structured Sparsity. Tim Vieira, Ryan Cotterell, Jason Eisner |
| 2016 | Stance Detection with Bidirectional Conditional Encoding. Isabelle Augenstein, Tim Rocktäschel, Andreas Vlachos, Kalina Bontcheva |
| 2016 | Structured prediction models for RNN based sequence labeling in clinical text. Abhyuday Jagannatha, Hong Yu |
| 2016 | Supervised Attentions for Neural Machine Translation. Haitao Mi, Zhiguo Wang, Abe Ittycheriah |
| 2016 | Supervised Distributional Hypernym Discovery via Domain Adaptation. Luis Espinosa Anke, José Camacho-Collados, Claudio Delli Bovi, Horacio Saggion |
| 2016 | Supervised Keyphrase Extraction as Positive Unlabeled Learning. Lucas Sterckx, Cornelia Caragea, Thomas Demeester, Chris Develder |
| 2016 | Syntactic Parsing of Web Queries. Xiangyan Sun, Haixun Wang, Yanghua Xiao, Zhongyuan Wang |
| 2016 | Tense Manages to Predict Implicative Behavior in Verbs. Ellie Pavlick, Chris Callison-Burch |
| 2016 | The Effects of Data Size and Frequency Range on Distributional Semantic Models. Magnus Sahlgren, Alessandro Lenci |
| 2016 | The Effects of the Content of FOMC Communications on US Treasury Rates. Christopher Rohlfs, Sunandan Chakraborty, Lakshminarayanan Subramanian |
| 2016 | The Gun Violence Database: A new task and data set for NLP. Ellie Pavlick, Heng Ji, Xiaoman Pan, Chris Callison-Burch |
| 2016 | The Structured Weighted Violations Perceptron Algorithm. Rotem Dror, Roi Reichart |
| 2016 | The Teams Corpus and Entrainment in Multi-Party Spoken Dialogues. Diane J. Litman, Susannah B. F. Paletz, Zahra Rahimi, Stefani Allegretti, Caitlin Rice |
| 2016 | There's No Comparison: Reference-less Evaluation Metrics in Grammatical Error Correction. Courtney Napoles, Keisuke Sakaguchi, Joel R. Tetreault |
| 2016 | Timeline extraction using distant supervision and joint inference. Savelie Cornegruta, Andreas Vlachos |
| 2016 | Toward Socially-Infused Information Extraction: Embedding Authors, Mentions, and Entities. Yi Yang, Ming-Wei Chang, Jacob Eisenstein |
| 2016 | Towards Semi-Automatic Generation of Proposition Banks for Low-Resource Languages. Alan Akbik, Vishwajeet Kumar, Yunyao Li |
| 2016 | Towards a Convex HMM Surrogate for Word Alignment. Andrei Simion, Michael Collins, Cliff Stein |
| 2016 | Training with Exploration Improves a Greedy Stack LSTM Parser. Miguel Ballesteros, Yoav Goldberg, Chris Dyer, Noah A. Smith |
| 2016 | Transfer Learning for Low-Resource Neural Machine Translation. Barret Zoph, Deniz Yuret, Jonathan May, Kevin Knight |
| 2016 | Transferring User Interests Across Websites with Unstructured Text for Cold-Start Recommendation. Yu-Yang Huang, Shou-De Lin |
| 2016 | Transition-Based Dependency Parsing with Heuristic Backtracking. Jacob Buckman, Miguel Ballesteros, Chris Dyer |
| 2016 | TweeTime : A Minimally Supervised Method for Recognizing and Normalizing Time Expressions in Twitter. Jeniya Tabassum, Alan Ritter, Wei Xu |
| 2016 | Understanding Language Preference for Expression of Opinion and Sentiment: What do Hindi-English Speakers do on Twitter? Koustav Rudra, Shruti Rijhwani, Rafiya Begum, Kalika Bali, Monojit Choudhury, Niloy Ganguly |
| 2016 | Understanding Negation in Positive Terms Using Syntactic Dependencies. Zahra Sarabi, Eduardo Blanco |
| 2016 | Universal Decompositional Semantics on Universal Dependencies. Aaron Steven White, Dee Ann Reisinger, Keisuke Sakaguchi, Tim Vieira, Sheng Zhang, Rachel Rudinger, Kyle Rawlins, Benjamin Van Durme |
| 2016 | Unsupervised Neural Dependency Parsing. Yong Jiang, Wenjuan Han, Kewei Tu |
| 2016 | Unsupervised Text Recap Extraction for TV Series. Hongliang Yu, Shikun Zhang, Louis-Philippe Morency |
| 2016 | Unsupervised Timeline Generation for Wikipedia History Articles. Sandro Bauer, Simone Teufel |
| 2016 | Unsupervised Word Alignment by Agreement Under ITG Constraint. Hidetaka Kamigaito, Akihiro Tamura, Hiroya Takamura, Manabu Okumura, Eiichiro Sumita |
| 2016 | Using Left-corner Parsing to Encode Universal Structural Constraints in Grammar Induction. Hiroshi Noji, Yusuke Miyao, Mark Johnson |
| 2016 | Using Syntactic and Semantic Context to Explore Psychodemographic Differences in Self-reference. Masoud Rouhizadeh, Lyle H. Ungar, Anneke Buffone, H. Andrew Schwartz |
| 2016 | Variational Neural Discourse Relation Recognizer. Biao Zhang, Deyi Xiong, Jinsong Su, Qun Liu, Rongrong Ji, Hong Duan, Min Zhang |
| 2016 | Variational Neural Machine Translation. Biao Zhang, Deyi Xiong, Jinsong Su, Hong Duan, Min Zhang |
| 2016 | Vector-space models for PPDB paraphrase ranking in context. Marianna Apidianaki |
| 2016 | Verb Phrase Ellipsis Resolution Using Discriminative and Margin-Infused Algorithms. Kian Kenyon-Dean, Jackie Chi Kit Cheung, Doina Precup |
| 2016 | Weakly Supervised Tweet Stance Classification by Relational Bootstrapping. Javid Ebrahimi, Dejing Dou, Daniel Lowd |
| 2016 | What makes a convincing argument? Empirical analysis and detecting attributes of convincingness in Web argumentation. Ivan Habernal, Iryna Gurevych |
| 2016 | Who did What: A Large-Scale Person-Centered Cloze Dataset. Takeshi Onishi, Hai Wang, Mohit Bansal, Kevin Gimpel, David A. McAllester |
| 2016 | Why Neural Translations are the Right Length. Xing Shi, Kevin Knight, Deniz Yuret |
| 2016 | Word Ordering Without Syntax. Allen Schmaltz, Alexander M. Rush, Stuart M. Shieber |
| 2016 | WordRank: Learning Word Embeddings via Robust Ranking. Shihao Ji, Hyokun Yun, Pinar Yanardag, Shin Matsushima, S. V. N. Vishwanathan |
| 2016 | Zero-Resource Translation with Multi-Lingual Neural Machine Translation. Orhan Firat, Baskaran Sankaran, Yaser Al-Onaizan, Fatos T. Yarman-Vural, Kyunghyun Cho |