| 2017 | "i have a feeling trump will win..................": Forecasting Winners and Losers from User Predictions on Twitter. Sandesh Swamy, Alan Ritter, Marie-Catherine de Marneffe |
| 2017 | A Challenge Set Approach to Evaluating Machine Translation. Pierre Isabelle, Colin Cherry, George F. Foster |
| 2017 | A Cognition Based Attention Model for Sentiment Analysis. Yunfei Long, Qin Lu, Rong Xiang, Minglei Li, Chu-Ren Huang |
| 2017 | A Continuously Growing Dataset of Sentential Paraphrases. Wuwei Lan, Siyu Qiu, Hua He, Wei Xu |
| 2017 | A Factored Neural Network Model for Characterizing Online Discussions in Vector Space. Hao Cheng, Hao Fang, Mari Ostendorf |
| 2017 | A Hybrid Convolutional Variational Autoencoder for Text Generation. Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth |
| 2017 | A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks. Kazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, Richard Socher |
| 2017 | A Joint Sequential and Relational Model for Frame-Semantic Parsing. Bishan Yang, Tom M. Mitchell |
| 2017 | A Mention-Ranking Model for Abstract Anaphora Resolution. Ana Marasovic, Leo Born, Juri Opitz, Anette Frank |
| 2017 | A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis. Md. Shad Akhtar, Abhishek Kumar, Deepanway Ghosal, Asif Ekbal, Pushpak Bhattacharyya |
| 2017 | A Novel Cascade Model for Learning Latent Similarity from Heterogeneous Sequential Data of MOOC. Zhuoxuan Jiang, Shanshan Feng, Gao Cong, Chunyan Miao, Xiaoming Li |
| 2017 | A Question Answering Approach for Emotion Cause Extraction. Lin Gui, Jiannan Hu, Yulan He, Ruifeng Xu, Qin Lu, Jiachen Du |
| 2017 | A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events. Prafulla Kumar Choubey, Ruihong Huang |
| 2017 | A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances. Chengyu Wang, Xiaofeng He, Aoying Zhou |
| 2017 | A Simple Language Model based on PMI Matrix Approximations. Oren Melamud, Ido Dagan, Jacob Goldberger |
| 2017 | A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings. Wei Yang, Wei Lu, Vincent W. Zheng |
| 2017 | A Simpler and More Generalizable Story Detector using Verb and Character Features. Joshua D. Eisenberg, Mark A. Finlayson |
| 2017 | A Soft-label Method for Noise-tolerant Distantly Supervised Relation Extraction. Tianyu Liu, Kexiang Wang, Baobao Chang, Zhifang Sui |
| 2017 | A Structured Learning Approach to Temporal Relation Extraction. Qiang Ning, Zhili Feng, Dan Roth |
| 2017 | A Study of Style in Machine Translation: Controlling the Formality of Machine Translation Output. Xing Niu, Marianna J. Martindale, Marine Carpuat |
| 2017 | A Sub-Character Architecture for Korean Language Processing. Karl Stratos |
| 2017 | A causal framework for explaining the predictions of black-box sequence-to-sequence models. David Alvarez-Melis, Tommi S. Jaakkola |
| 2017 | AMR Parsing using Stack-LSTMs. Miguel Ballesteros, Yaser Al-Onaizan |
| 2017 | Accurate Supervised and Semi-Supervised Machine Reading for Long Documents. Izzeddin Gur, Daniel Hewlett, Alexandre Lacoste, Llion Jones |
| 2017 | Adapting Sequence Models for Sentence Correction. Allen Schmaltz, Yoon Kim, Alexander M. Rush, Stuart M. Shieber |
| 2017 | Adapting Topic Models using Lexical Associations with Tree Priors. Weiwei Yang, Jordan L. Boyd-Graber, Philip Resnik |
| 2017 | Adversarial Examples for Evaluating Reading Comprehension Systems. Robin Jia, Percy Liang |
| 2017 | Adversarial Learning for Neural Dialogue Generation. Jiwei Li, Will Monroe, Tianlin Shi, Sébastien Jean, Alan Ritter, Dan Jurafsky |
| 2017 | Adversarial Training for Relation Extraction. Yi Wu, David Bamman, Stuart Russell |
| 2017 | Affinity-Preserving Random Walk for Multi-Document Summarization. Kexiang Wang, Tianyu Liu, Zhifang Sui, Baobao Chang |
| 2017 | Affordable On-line Dialogue Policy Learning. Cheng Chang, Runzhe Yang, Lu Chen, Xiang Zhou, Kai Yu |
| 2017 | Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning. Lu Chen, Xiang Zhou, Cheng Chang, Runzhe Yang, Kai Yu |
| 2017 | All that is English may be Hindi: Enhancing language identification through automatic ranking of the likeliness of word borrowing in social media. Jasabanta Patro, Bidisha Samanta, Saurabh Singh, Abhipsa Basu, Prithwish Mukherjee, Monojit Choudhury, Animesh Mukherjee |
| 2017 | An Empirical Analysis of Edit Importance between Document Versions. Tanya Goyal, Sachin Kelkar, Manas Agarwal, Jeenu Grover |
| 2017 | An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective. Jie Zhao, Yu Su, Ziyu Guan, Huan Sun |
| 2017 | An Insight Extraction System on BioMedical Literature with Deep Neural Networks. Hua He, Kris Ganjam, Navendu Jain, Jessica Lundin, Ryen White, Jimmy Lin |
| 2017 | An analysis of eye-movements during reading for the detection of mild cognitive impairment. Kathleen C. Fraser, Kristina Lundholm Fors, Dimitrios Kokkinakis, Arto Nordlund |
| 2017 | An empirical study on the effectiveness of images in Multimodal Neural Machine Translation. Jean-Benoit Delbrouck, Stéphane Dupont |
| 2017 | Analogs of Linguistic Structure in Deep Representations. Jacob Andreas, Dan Klein |
| 2017 | Argument Mining on Twitter: Arguments, Facts and Sources. Mihai Dusmanu, Elena Cabrio, Serena Villata |
| 2017 | Asking too much? The rhetorical role of questions in political discourse. Justine Zhang, Arthur Spirling, Cristian Danescu-Niculescu-Mizil |
| 2017 | Assessing Objective Recommendation Quality through Political Forecasting. H. Andrew Schwartz, Masoud Rouhizadeh, Michael Bishop, Philip Tetlock, Barbara A. Mellers, Lyle H. Ungar |
| 2017 | Author-aware Aspect Topic Sentiment Model to Retrieve Supporting Opinions from Reviews. Lahari Poddar, Wynne Hsu, Mong-Li Lee |
| 2017 | Beyond Sentential Semantic Parsing: Tackling the Math SAT with a Cascade of Tree Transducers. Mark Hopkins, Cristian Petrescu-Prahova, Roie Levin, Ronan Le Bras, Alvaro Herrasti, Vidur Joshi |
| 2017 | Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars. Arash Eshghi, Igor Shalyminov, Oliver Lemon |
| 2017 | Break it Down for Me: A Study in Automated Lyric Annotation. Lucas Sterckx, Jason Naradowsky, Bill Byrne, Thomas Demeester, Chris Develder |
| 2017 | Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps. Tobias Falke, Iryna Gurevych |
| 2017 | CRF Autoencoder for Unsupervised Dependency Parsing. Jiong Cai, Yong Jiang, Kewei Tu |
| 2017 | CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles. Chenguang Wang, Alan Akbik, Laura Chiticariu, Yunyao Li, Fei Xia, Anbang Xu |
| 2017 | Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network. Zi-Yi Dou |
| 2017 | Cascaded Attention based Unsupervised Information Distillation for Compressive Summarization. Piji Li, Wai Lam, Lidong Bing, Weiwei Guo, Hang Li |
| 2017 | Challenges in Data-to-Document Generation. Sam Wiseman, Stuart M. Shieber, Alexander M. Rush |
| 2017 | Charmanteau: Character Embedding Models For Portmanteau Creation. Varun Gangal, Harsh Jhamtani, Graham Neubig, Eduard H. Hovy, Eric Nyberg |
| 2017 | Cheap Translation for Cross-Lingual Named Entity Recognition. Stephen Mayhew, Chen-Tse Tsai, Dan Roth |
| 2017 | Chinese Zero Pronoun Resolution with Deep Memory Network. Qingyu Yin, Yu Zhang, Weinan Zhang, Ting Liu |
| 2017 | Classification of telicity using cross-linguistic annotation projection. Annemarie Friedrich, Damyana Gateva |
| 2017 | Combining Generative and Discriminative Approaches to Unsupervised Dependency Parsing via Dual Decomposition. Yong Jiang, Wenjuan Han, Kewei Tu |
| 2017 | Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning. Baolin Peng, Xiujun Li, Lihong Li, Jianfeng Gao, Asli Celikyilmaz, Sungjin Lee, Kam-Fai Wong |
| 2017 | ConStance: Modeling Annotation Contexts to Improve Stance Classification. Kenneth Joseph, Lisa Friedland, William Hobbs, David Lazer, Oren Tsur |
| 2017 | Connotation Frames of Power and Agency in Modern Films. Maarten Sap, Marcella Cindy Prasettio, Ari Holtzman, Hannah Rashkin, Yejin Choi |
| 2017 | Context-Aware Representations for Knowledge Base Relation Extraction. Daniil Sorokin, Iryna Gurevych |
| 2017 | Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks. Afshin Rahimi, Timothy Baldwin, Trevor Cohn |
| 2017 | Controlling Human Perception of Basic User Traits. Daniel Preotiuc-Pietro, Sharath Chandra Guntuku, Lyle H. Ungar |
| 2017 | Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation. Carolin Lawrence, Artem Sokolov, Stefan Riezler |
| 2017 | Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation. Ivan Vulic, Nikola Mrksic, Anna Korhonen |
| 2017 | Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources. Joo-Kyung Kim, Young-Bum Kim, Ruhi Sarikaya, Eric Fosler-Lussier |
| 2017 | Cross-domain Semantic Parsing via Paraphrasing. Yu Su, Xifeng Yan |
| 2017 | Cross-lingual Character-Level Neural Morphological Tagging. Ryan Cotterell, Georg Heigold |
| 2017 | DOC: Deep Open Classification of Text Documents. Lei Shu, Hu Xu, Bing Liu |
| 2017 | Deal or No Deal? End-to-End Learning of Negotiation Dialogues. Mike Lewis, Denis Yarats, Yann N. Dauphin, Devi Parikh, Dhruv Batra |
| 2017 | Deciphering Related Languages. Nima Pourdamghani, Kevin Knight |
| 2017 | Deep Joint Entity Disambiguation with Local Neural Attention. Octavian-Eugen Ganea, Thomas Hofmann |
| 2017 | Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction. Xin Li, Wai Lam |
| 2017 | Deep Neural Solver for Math Word Problems. Yan Wang, Xiaojiang Liu, Shuming Shi |
| 2017 | Deep Recurrent Generative Decoder for Abstractive Text Summarization. Piji Li, Wai Lam, Lidong Bing, Zihao Wang |
| 2017 | Deep Residual Learning for Weakly-Supervised Relation Extraction. Yi Yao Huang, William Yang Wang |
| 2017 | DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning. Wenhan Xiong, Thien Hoang, William Yang Wang |
| 2017 | Deeper Attention to Abusive User Content Moderation. John Pavlopoulos, Prodromos Malakasiotis, Ion Androutsopoulos |
| 2017 | Demographic-aware word associations. Aparna Garimella, Carmen Banea, Rada Mihalcea |
| 2017 | Dependency Grammar Induction with Neural Lexicalization and Big Training Data. Wenjuan Han, Yong Jiang, Kewei Tu |
| 2017 | Depression and Self-Harm Risk Assessment in Online Forums. Andrew Yates, Arman Cohan, Nazli Goharian |
| 2017 | Deriving continous grounded meaning representations from referentially structured multimodal contexts. Sina Zarrieß, David Schlangen |
| 2017 | Detecting Perspectives in Political Debates. David Vilares, Yulan He |
| 2017 | Detecting and Explaining Causes From Text For a Time Series Event. Dongyeop Kang, Varun Gangal, Ang Lu, Zheng Chen, Eduard H. Hovy |
| 2017 | Determining Semantic Textual Similarity using Natural Deduction Proofs. Hitomi Yanaka, Koji Mineshima, Pascual Martínez-Gómez, Daisuke Bekki |
| 2017 | Dict2vec : Learning Word Embeddings using Lexical Dictionaries. Julien Tissier, Christophe Gravier, Amaury Habrard |
| 2017 | Dimensions of Interpersonal Relationships: Corpus and Experiments. Farzana Rashid, Eduardo Blanco |
| 2017 | Distinguishing Japanese Non-standard Usages from Standard Ones. Tatsuya Aoki, Ryohei Sasano, Hiroya Takamura, Manabu Okumura |
| 2017 | Do LSTMs really work so well for PoS tagging? - A replication study. Tobias Horsmann, Torsten Zesch |
| 2017 | Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension. Yichun Yin, Yangqiu Song, Ming Zhang |
| 2017 | Does syntax help discourse segmentation? Not so much. Chloé Braud, Ophélie Lacroix, Anders Søgaard |
| 2017 | Don't Throw Those Morphological Analyzers Away Just Yet: Neural Morphological Disambiguation for Arabic. Nasser Zalmout, Nizar Habash |
| 2017 | Dual Tensor Model for Detecting Asymmetric Lexico-Semantic Relations. Goran Glavas, Simone Paolo Ponzetto |
| 2017 | Dynamic Data Selection for Neural Machine Translation. Marlies van der Wees, Arianna Bisazza, Christof Monz |
| 2017 | Dynamic Entity Representations in Neural Language Models. Yangfeng Ji, Chenhao Tan, Sebastian Martschat, Yejin Choi, Noah A. Smith |
| 2017 | Earth Mover's Distance Minimization for Unsupervised Bilingual Lexicon Induction. Meng Zhang, Yang Liu, Huanbo Luan, Maosong Sun |
| 2017 | Effective Inference for Generative Neural Parsing. Mitchell Stern, Daniel Fried, Dan Klein |
| 2017 | Efficient Attention using a Fixed-Size Memory Representation. Denny Britz, Melody Y. Guan, Minh-Thang Luong |
| 2017 | Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence. Caio Corro, Joseph Le Roux, Mathieu Lacroix |
| 2017 | Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling. Diego Marcheggiani, Ivan Titov |
| 2017 | End-to-End Neural Relation Extraction with Global Optimization. Meishan Zhang, Yue Zhang, Guohong Fu |
| 2017 | End-to-end Neural Coreference Resolution. Kenton Lee, Luheng He, Mike Lewis, Luke Zettlemoyer |
| 2017 | Entity Linking for Queries by Searching Wikipedia Sentences. Chuanqi Tan, Furu Wei, Pengjie Ren, Weifeng Lv, Ming Zhou |
| 2017 | Entity Linking via Joint Encoding of Types, Descriptions, and Context. Nitish Gupta, Sameer Singh, Dan Roth |
| 2017 | Evaluating Hierarchies of Verb Argument Structure with Hierarchical Clustering. Jesse Mu, Joshua K. Hartshorne, Timothy J. O'Donnell |
| 2017 | Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events. Prafulla Kumar Choubey, Ruihong Huang |
| 2017 | Exploiting Cross-Sentence Context for Neural Machine Translation. Longyue Wang, Zhaopeng Tu, Andy Way, Qun Liu |
| 2017 | Exploiting Morphological Regularities in Distributional Word Representations. Arihant Gupta, Syed Sarfaraz Akhtar, Avijit Vajpayee, Arjit Srivastava, Madan Gopal Jhanwar, Manish Shrivastava |
| 2017 | Exploiting Word Internal Structures for Generic Chinese Sentence Representation. Shaonan Wang, Jiajun Zhang, Chengqing Zong |
| 2017 | Exploring Vector Spaces for Semantic Relations. Kata Gábor, Haïfa Zargayouna, Isabelle Tellier, Davide Buscaldi, Thierry Charnois |
| 2017 | Extractive Summarization Using Multi-Task Learning with Document Classification. Masaru Isonuma, Toru Fujino, Junichiro Mori, Yutaka Matsuo, Ichiro Sakata |
| 2017 | Fast and Accurate Entity Recognition with Iterated Dilated Convolutions. Emma Strubell, Patrick Verga, David Belanger, Andrew McCallum |
| 2017 | Fast(er) Exact Decoding and Global Training for Transition-Based Dependency Parsing via a Minimal Feature Set. Tianze Shi, Liang Huang, Lillian Lee |
| 2017 | Filling the Blanks (hint: plural noun) for Mad Libs Humor. Nabil Hossain, John Krumm, Lucy Vanderwende, Eric Horvitz, Henry A. Kautz |
| 2017 | Finding Patterns in Noisy Crowds: Regression-based Annotation Aggregation for Crowdsourced Data. Natalie Parde, Rodney D. Nielsen |
| 2017 | Fine Grained Citation Span for References in Wikipedia. Besnik Fetahu, Katja Markert, Avishek Anand |
| 2017 | From Textbooks to Knowledge: A Case Study in Harvesting Axiomatic Knowledge from Textbooks to Solve Geometry Problems. Mrinmaya Sachan, Avinava Dubey, Eric P. Xing |
| 2017 | Further Investigation into Reference Bias in Monolingual Evaluation of Machine Translation. Qingsong Ma, Yvette Graham, Timothy Baldwin, Qun Liu |
| 2017 | GRASP: Rich Patterns for Argumentation Mining. Eyal Shnarch, Ran Levy, Vikas C. Raykar, Noam Slonim |
| 2017 | Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models. Yuanlong Shao, Stephan Gouws, Denny Britz, Anna Goldie, Brian Strope, Ray Kurzweil |
| 2017 | Getting the Most out of AMR Parsing. Chuan Wang, Nianwen Xue |
| 2017 | Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification. Heike Adel, Hinrich Schütze |
| 2017 | Globally Normalized Reader. Jonathan Raiman, John Miller |
| 2017 | Graph Convolutional Encoders for Syntax-aware Neural Machine Translation. Jasmijn Bastings, Ivan Titov, Wilker Aziz, Diego Marcheggiani, Khalil Sima'an |
| 2017 | Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection. Marek Rei, Luana Bulat, Douwe Kiela, Ekaterina Shutova |
| 2017 | Guided Open Vocabulary Image Captioning with Constrained Beam Search. Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould |
| 2017 | Here's My Point: Joint Pointer Architecture for Argument Mining. Peter Potash, Alexey Romanov, Anna Rumshisky |
| 2017 | Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach. Liyuan Liu, Xiang Ren, Qi Zhu, Shi Zhi, Huan Gui, Heng Ji, Jiawei Han |
| 2017 | Hierarchical Embeddings for Hypernymy Detection and Directionality. Kim Anh Nguyen, Maximilian Köper, Sabine Schulte im Walde, Ngoc Thang Vu |
| 2017 | Hierarchically-Attentive RNN for Album Summarization and Storytelling. Licheng Yu, Mohit Bansal, Tamara L. Berg |
| 2017 | High-risk learning: acquiring new word vectors from tiny data. Aurélie Herbelot, Marco Baroni |
| 2017 | How much progress have we made on RST discourse parsing? A replication study of recent results on the RST-DT. Mathieu Morey, Philippe Muller, Nicholas Asher |
| 2017 | Human Centered NLP with User-Factor Adaptation. Veronica E. Lynn, Youngseo Son, Vivek Kulkarni, Niranjan Balasubramanian, H. Andrew Schwartz |
| 2017 | Identifying Cognate Sets Across Dictionaries of Related Languages. Adam St. Arnaud, David Beck, Grzegorz Kondrak |
| 2017 | Identifying Humor in Reviews using Background Text Sources. Alex Morales, ChengXiang Zhai |
| 2017 | Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation. Greg Durrett, Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick, Rebecca S. Portnoff, Sadia Afroz, Damon McCoy, Kirill Levchenko, Vern Paxson |
| 2017 | Identifying Semantic Edit Intentions from Revisions in Wikipedia. Diyi Yang, Aaron Halfaker, Robert E. Kraut, Eduard H. Hovy |
| 2017 | Identifying Semantically Deviating Outlier Documents. Honglei Zhuang, Chi Wang, Fangbo Tao, Lance M. Kaplan, Jiawei Han |
| 2017 | Identifying Where to Focus in Reading Comprehension for Neural Question Generation. Xinya Du, Claire Cardie |
| 2017 | Identifying and Tracking Sentiments and Topics from Social Media Texts during Natural Disasters. Min Yang, Jincheng Mei, Heng Ji, Wei Zhao, Zhou Zhao, Xiaojun Chen |
| 2017 | Identifying attack and support argumentative relations using deep learning. Oana Cocarascu, Francesca Toni |
| 2017 | Identifying civilians killed by police with distantly supervised entity-event extraction. Katherine A. Keith, Abram Handler, Michael Pinkham, Cara Magliozzi, Joshua McDuffie, Brendan O'Connor |
| 2017 | Identifying the Provision of Choices in Privacy Policy Text. Kanthashree Mysore Sathyendra, Shomir Wilson, Florian Schaub, Sebastian Zimmeck, Norman M. Sadeh |
| 2017 | Idiom-Aware Compositional Distributed Semantics. Pengfei Liu, Kaiyu Qian, Xipeng Qiu, Xuanjing Huang |
| 2017 | Image Pivoting for Learning Multilingual Multimodal Representations. Spandana Gella, Rico Sennrich, Frank Keller, Mirella Lapata |
| 2017 | Importance sampling for unbiased on-demand evaluation of knowledge base population. Arun Tejasvi Chaganty, Ashwin Paranjape, Percy Liang, Christopher D. Manning |
| 2017 | Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures. Lifu Huang, Avirup Sil, Heng Ji, Radu Florian |
| 2017 | Incorporating Global Visual Features into Attention-based Neural Machine Translation. Iacer Calixto, Qun Liu |
| 2017 | Incorporating Relation Paths in Neural Relation Extraction. Wenyuan Zeng, Yankai Lin, Zhiyuan Liu, Maosong Sun |
| 2017 | Incremental Graph-based Neural Dependency Parsing. Xiaoqing Zheng |
| 2017 | Incremental Skip-gram Model with Negative Sampling. Nobuhiro Kaji, Hayato Kobayashi |
| 2017 | Inducing Semantic Micro-Clusters from Deep Multi-View Representations of Novels. Lea Frermann, György Szarvas |
| 2017 | Initializing Convolutional Filters with Semantic Features for Text Classification. Shen Li, Zhe Zhao, Tao Liu, Renfen Hu, Xiaoyong Du |
| 2017 | Instance Weighting for Neural Machine Translation Domain Adaptation. Rui Wang, Masao Utiyama, Lemao Liu, Kehai Chen, Eiichiro Sumita |
| 2017 | Integrating Order Information and Event Relation for Script Event Prediction. Zhongqing Wang, Yue Zhang, Ching-Yun Chang |
| 2017 | Inter-Weighted Alignment Network for Sentence Pair Modeling. Gehui Shen, Yunlun Yang, Zhi-Hong Deng |
| 2017 | Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings. Bofang Li, Tao Liu, Zhe Zhao, Buzhou Tang, Aleksandr Drozd, Anna Rogers, Xiaoyong Du |
| 2017 | Joint Concept Learning and Semantic Parsing from Natural Language Explanations. Shashank Srivastava, Igor Labutov, Tom M. Mitchell |
| 2017 | Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components. Jinxing Yu, Xun Jian, Hao Xin, Yangqiu Song |
| 2017 | Joint Syntacto-Discourse Parsing and the Syntacto-Discourse Treebank. Kai Zhao, Liang Huang |
| 2017 | KGEval: Accuracy Estimation of Automatically Constructed Knowledge Graphs. Prakhar Ojha, Partha P. Talukdar |
| 2017 | Knowledge Distillation for Bilingual Dictionary Induction. Ndapandula Nakashole, Raphael Flauger |
| 2017 | Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators. Aldrian Obaja Muis, Wei Lu |
| 2017 | Latent Space Embedding for Retrieval in Question-Answer Archives. Deepak P, Dinesh Garg, Shirish K. Shevade |
| 2017 | Learning Chinese Word Representations From Glyphs Of Characters. Tzu-Ray Su, Hung-yi Lee |
| 2017 | Learning Contextually Informed Representations for Linear-Time Discourse Parsing. Yang Liu, Mirella Lapata |
| 2017 | Learning Fine-Grained Expressions to Solve Math Word Problems. Danqing Huang, Shuming Shi, Chin-Yew Lin, Jian Yin |
| 2017 | Learning Fine-grained Relations from Chinese User Generated Categories. Chengyu Wang, Yan Fan, Xiaofeng He, Aoying Zhou |
| 2017 | Learning Generic Sentence Representations Using Convolutional Neural Networks. Zhe Gan, Yunchen Pu, Ricardo Henao, Chunyuan Li, Xiaodong He, Lawrence Carin |
| 2017 | Learning Language Representations for Typology Prediction. Chaitanya Malaviya, Graham Neubig, Patrick Littell |
| 2017 | Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext. John Wieting, Jonathan Mallinson, Kevin Gimpel |
| 2017 | Learning Translations via Matrix Completion. Derry Wijaya, Brendan Callahan, John Hewitt, Jie Gao, Xiao Ling, Marianna Apidianaki, Chris Callison-Burch |
| 2017 | Learning What's Easy: Fully Differentiable Neural Easy-First Taggers. André F. T. Martins, Julia Kreutzer |
| 2017 | Learning Word Relatedness over Time. Guy D. Rosin, Eytan Adar, Kira Radinsky |
| 2017 | Learning how to Active Learn: A Deep Reinforcement Learning Approach. Meng Fang, Yuan Li, Trevor Cohn |
| 2017 | Learning the Structure of Variable-Order CRFs: a finite-state perspective. Thomas Lavergne, François Yvon |
| 2017 | Learning to Paraphrase for Question Answering. Li Dong, Jonathan Mallinson, Siva Reddy, Mirella Lapata |
| 2017 | Learning to Predict Charges for Criminal Cases with Legal Basis. Bingfeng Luo, Yansong Feng, Jianbo Xu, Xiang Zhang, Dongyan Zhao |
| 2017 | Learning to Rank Semantic Coherence for Topic Segmentation. Liang Wang, Sujian Li, Yajuan Lv, Houfeng Wang |
| 2017 | Learning to select data for transfer learning with Bayesian Optimization. Sebastian Ruder, Barbara Plank |
| 2017 | Learning what to read: Focused machine reading. Enrique Noriega-Atala, Marco Antonio Valenzuela-Escárcega, Clayton T. Morrison, Mihai Surdeanu |
| 2017 | Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks. Peng-Hsuan Li, Ruo-Ping Dong, Yu-Siang Wang, Ju-Chieh Chou, Wei-Yun Ma |
| 2017 | MUSE: Modularizing Unsupervised Sense Embeddings. Guang-He Lee, Yun-Nung Chen |
| 2017 | Machine Translation, it's a question of style, innit? The case of English tag questions. Rachel Bawden |
| 2017 | Macro Grammars and Holistic Triggering for Efficient Semantic Parsing. Yuchen Zhang, Panupong Pasupat, Percy Liang |
| 2017 | Magnets for Sarcasm: Making Sarcasm Detection Timely, Contextual and Very Personal. Aniruddha Ghosh, Tony Veale |
| 2017 | Mapping Instructions and Visual Observations to Actions with Reinforcement Learning. Dipendra Kumar Misra, John Langford, Yoav Artzi |
| 2017 | Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision. Haoruo Peng, Ming-Wei Chang, Wen-tau Yih |
| 2017 | Measuring Thematic Fit with Distributional Feature Overlap. Enrico Santus, Emmanuele Chersoni, Alessandro Lenci, Philippe Blache |
| 2017 | Memory-augmented Neural Machine Translation. Yang Feng, Shiyue Zhang, Andi Zhang, Dong Wang, Andrew Abel |
| 2017 | Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints. Jieyu Zhao, Tianlu Wang, Mark Yatskar, Vicente Ordonez, Kai-Wei Chang |
| 2017 | Mimicking Word Embeddings using Subword RNNs. Yuval Pinter, Robert Guthrie, Jacob Eisenstein |
| 2017 | MinIE: Minimizing Facts in Open Information Extraction. Kiril Gashteovski, Rainer Gemulla, Luciano Del Corro |
| 2017 | Modeling Dialogue Acts with Content Word Filtering and Speaker Preferences. Yohan Jo, Michael Yoder, Hyeju Jang, Carolyn P. Rosé |
| 2017 | Monolingual Phrase Alignment on Parse Forests. Yuki Arase, Junichi Tsujii |
| 2017 | Multi-Grained Chinese Word Segmentation. Chen Gong, Zhenghua Li, Min Zhang, Xinzhou Jiang |
| 2017 | Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction. Tao Ding, Warren K. Bickel, Shimei Pan |
| 2017 | Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video. Haoran Li, Junnan Zhu, Cong Ma, Jiajun Zhang, Chengqing Zong |
| 2017 | Multi-modular domain-tailored OCR post-correction. Sarah Schulz, Jonas Kuhn |
| 2017 | Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification. Man Lan, Jianxiang Wang, Yuanbin Wu, Zheng-Yu Niu, Haifeng Wang |
| 2017 | NITE: A Neural Inductive Teaching Framework for Domain Specific NER. Siliang Tang, Ning Zhang, Jinjian Zhang, Fei Wu, Yueting Zhuang |
| 2017 | Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog. Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra |
| 2017 | Natural Language Processing with Small Feed-Forward Networks. Jan A. Botha, Emily Pitler, Ji Ma, Anton Bakalov, Alex Salcianu, David Weiss, Ryan T. McDonald, Slav Petrov |
| 2017 | Neural Discontinuous Constituency Parsing. Milos Stanojevic, Raquel G. Alhama |
| 2017 | Neural Lattice-to-Sequence Models for Uncertain Inputs. Matthias Sperber, Graham Neubig, Jan Niehues, Alex Waibel |
| 2017 | Neural Machine Translation Leveraging Phrase-based Models in a Hybrid Search. Leonard Dahlmann, Evgeny Matusov, Pavel Petrushkov, Shahram Khadivi |
| 2017 | Neural Machine Translation with Source Dependency Representation. Kehai Chen, Rui Wang, Masao Utiyama, Lemao Liu, Akihiro Tamura, Eiichiro Sumita, Tiejun Zhao |
| 2017 | Neural Machine Translation with Source-Side Latent Graph Parsing. Kazuma Hashimoto, Yoshimasa Tsuruoka |
| 2017 | Neural Machine Translation with Word Predictions. Rongxiang Weng, Shujian Huang, Zaixiang Zheng, Xin-Yu Dai, Jiajun Chen |
| 2017 | Neural Net Models of Open-domain Discourse Coherence. Jiwei Li, Dan Jurafsky |
| 2017 | Neural Response Generation via GAN with an Approximate Embedding Layer. Zhen Xu, Bingquan Liu, Baoxun Wang, Chengjie Sun, Xiaolong Wang, Zhuoran Wang, Chao Qi |
| 2017 | Neural Semantic Parsing with Type Constraints for Semi-Structured Tables. Jayant Krishnamurthy, Pradeep Dasigi, Matt Gardner |
| 2017 | Neural Sequence Learning Models for Word Sense Disambiguation. Alessandro Raganato, Claudio Delli Bovi, Roberto Navigli |
| 2017 | Neural Sequence-Labelling Models for Grammatical Error Correction. Helen Yannakoudakis, Marek Rei, Øistein E. Andersen, Zheng Yuan |
| 2017 | Never Abandon Minorities: Exhaustive Extraction of Bursty Phrases on Microblogs Using Set Cover Problem. Masumi Shirakawa, Takahiro Hara, Takuya Maekawa |
| 2017 | Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics. Zhe Zhao, Tao Liu, Shen Li, Bofang Li, Xiaoyong Du |
| 2017 | No Need to Pay Attention: Simple Recurrent Neural Networks Work! Ferhan Türe, Oliver Jojic |
| 2017 | Noise-Clustered Distant Supervision for Relation Extraction: A Nonparametric Bayesian Perspective. Qing Zhang, Houfeng Wang |
| 2017 | Obj2Text: Generating Visually Descriptive Language from Object Layouts. Xuwang Yin, Vicente Ordonez |
| 2017 | Opinion Recommendation Using A Neural Model. Zhongqing Wang, Yue Zhang |
| 2017 | Outta Control: Laws of Semantic Change and Inherent Biases in Word Representation Models. Haim Dubossarsky, Daphna Weinshall, Eitan Grossman |
| 2017 | PACRR: A Position-Aware Neural IR Model for Relevance Matching. Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo |
| 2017 | Paradigm Completion for Derivational Morphology. Ryan Cotterell, Ekaterina Vylomova, Huda Khayrallah, Christo Kirov, David Yarowsky |
| 2017 | Part-of-Speech Tagging for Twitter with Adversarial Neural Networks. Tao Gui, Qi Zhang, Haoran Huang, Minlong Peng, Xuanjing Huang |
| 2017 | Past, Present, Future: A Computational Investigation of the Typology of Tense in 1000 Languages. Ehsaneddin Asgari, Hinrich Schütze |
| 2017 | Patterns of Argumentation Strategies across Topics. Khalid Al Khatib, Henning Wachsmuth, Matthias Hagen, Benno Stein |
| 2017 | Piecewise Latent Variables for Neural Variational Text Processing. Iulian Vlad Serban, Alexander G. Ororbia II, Joelle Pineau, Aaron C. Courville |
| 2017 | Position-aware Attention and Supervised Data Improve Slot Filling. Yuhao Zhang, Victor Zhong, Danqi Chen, Gabor Angeli, Christopher D. Manning |
| 2017 | Predicting Word Association Strengths. Andrew Cattle, Xiaojuan Ma |
| 2017 | Preserving Distributional Information in Dialogue Act Classification. Quan Hung Tran, Ingrid Zukerman, Gholamreza Haffari |
| 2017 | Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, EMNLP 2017, Copenhagen, Denmark, September 9-11, 2017 Martha Palmer, Rebecca Hwa, Sebastian Riedel |
| 2017 | Quantifying the Effects of Text Duplication on Semantic Models. Alexandra Schofield, Laure Thompson, David M. Mimno |
| 2017 | Quasi-Second-Order Parsing for 1-Endpoint-Crossing, Pagenumber-2 Graphs. Junjie Cao, Sheng Huang, Weiwei Sun, Xiaojun Wan |
| 2017 | Question Generation for Question Answering. Nan Duan, Duyu Tang, Peng Chen, Ming Zhou |
| 2017 | RACE: Large-scale ReAding Comprehension Dataset From Examinations. Guokun Lai, Qizhe Xie, Hanxiao Liu, Yiming Yang, Eduard H. Hovy |
| 2017 | Ranking Kernels for Structures and Embeddings: A Hybrid Preference and Classification Model. Kateryna Tymoshenko, Daniele Bonadiman, Alessandro Moschitti |
| 2017 | Reasoning with Heterogeneous Knowledge for Commonsense Machine Comprehension. Hongyu Lin, Le Sun, Xianpei Han |
| 2017 | Recovering Question Answering Errors via Query Revision. Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan |
| 2017 | Recurrent Attention Network on Memory for Aspect Sentiment Analysis. Peng Chen, Zhongqian Sun, Lidong Bing, Wei Yang |
| 2017 | Reference-Aware Language Models. Zichao Yang, Phil Blunsom, Chris Dyer, Wang Ling |
| 2017 | Refining Word Embeddings for Sentiment Analysis. Liang-Chih Yu, Jin Wang, K. Robert Lai, Xuejie Zhang |
| 2017 | Regularization techniques for fine-tuning in neural machine translation. Antonio Valerio Miceli Barone, Barry Haddow, Ulrich Germann, Rico Sennrich |
| 2017 | Reinforced Video Captioning with Entailment Rewards. Ramakanth Pasunuru, Mohit Bansal |
| 2017 | Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback. Khanh Nguyen, Hal Daumé III, Jordan L. Boyd-Graber |
| 2017 | Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks. Hadi Amiri, Timothy Miller, Guergana Savova |
| 2017 | Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging. Nils Reimers, Iryna Gurevych |
| 2017 | Revisiting Selectional Preferences for Coreference Resolution. Benjamin Heinzerling, Nafise Sadat Moosavi, Michael Strube |
| 2017 | Rotated Word Vector Representations and their Interpretability. Sungjoon Park, JinYeong Bak, Alice Oh |
| 2017 | SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations. Dheeraj Mekala, Vivek Gupta, Bhargavi Paranjape, Harish Karnick |
| 2017 | Satirical News Detection and Analysis using Attention Mechanism and Linguistic Features. Fan Yang, Arjun Mukherjee, Eduard Constantin Dragut |
| 2017 | Scientific Information Extraction with Semi-supervised Neural Tagging. Yi Luan, Mari Ostendorf, Hannaneh Hajishirzi |
| 2017 | Segmentation-Free Word Embedding for Unsegmented Languages. Takamasa Oshikiri |
| 2017 | Semi-supervised Structured Prediction with Neural CRF Autoencoder. Xiao Zhang, Yong Jiang, Hao Peng, Kewei Tu, Dan Goldwasser |
| 2017 | Sentence Simplification with Deep Reinforcement Learning. Xingxing Zhang, Mirella Lapata |
| 2017 | Sentiment Intensity Ranking among Adjectives Using Sentiment Bearing Word Embeddings. Raksha Sharma, Arpan Somani, Lakshya Kumar, Pushpak Bhattacharyya |
| 2017 | Sentiment Lexicon Construction with Representation Learning Based on Hierarchical Sentiment Supervision. Le Yi Wang, Rui Xia |
| 2017 | Sentiment Lexicon Expansion Based on Neural PU Learning, Double Dictionary Lookup, and Polarity Association. Yasheng Wang, Yang Zhang, Bing Liu |
| 2017 | Sequence Effects in Crowdsourced Annotations. Nitika Mathur, Timothy Baldwin, Trevor Cohn |
| 2017 | Sharp Models on Dull Hardware: Fast and Accurate Neural Machine Translation Decoding on the CPU. Jacob Devlin |
| 2017 | Shortest-Path Graph Kernels for Document Similarity. Giannis Nikolentzos, Polykarpos Meladianos, François Rousseau, Yannis Stavrakas, Michalis Vazirgiannis |
| 2017 | Sound-Word2Vec: Learning Word Representations Grounded in Sounds. Ashwin K. Vijayakumar, Ramakrishna Vedantam, Devi Parikh |
| 2017 | Source-Side Left-to-Right or Target-Side Left-to-Right? An Empirical Comparison of Two Phrase-Based Decoding Algorithms. Yin-Wen Chang, Michael Collins |
| 2017 | Sparse Communication for Distributed Gradient Descent. Alham Fikri Aji, Kenneth Heafield |
| 2017 | Sparsity and Noise: Where Knowledge Graph Embeddings Fall Short. Jay Pujara, Eriq Augustine, Lise Getoor |
| 2017 | Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain. Luana Bulat, Stephen Clark, Ekaterina Shutova |
| 2017 | Speech segmentation with a neural encoder model of working memory. Micha Elsner, Cory Shain |
| 2017 | Speeding up Reinforcement Learning-based Information Extraction Training using Asynchronous Methods. Aditya Sharma, Zarana Parekh, Partha P. Talukdar |
| 2017 | Split and Rephrase. Shashi Narayan, Claire Gardent, Shay B. Cohen, Anastasia Shimorina |
| 2017 | Stack-based Multi-layer Attention for Transition-based Dependency Parsing. Zhirui Zhang, Shujie Liu, Mu Li, Ming Zhou, Enhong Chen |
| 2017 | Steering Output Style and Topic in Neural Response Generation. Di Wang, Nebojsa Jojic, Chris Brockett, Eric Nyberg |
| 2017 | Story Comprehension for Predicting What Happens Next. Snigdha Chaturvedi, Haoruo Peng, Dan Roth |
| 2017 | Structural Embedding of Syntactic Trees for Machine Comprehension. Rui Liu, Junjie Hu, Wei Wei, Zi Yang, Eric Nyberg |
| 2017 | Supervised Learning of Universal Sentence Representations from Natural Language Inference Data. Alexis Conneau, Douwe Kiela, Holger Schwenk, Loïc Barrault, Antoine Bordes |
| 2017 | Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones. Zhenisbek Assylbekov, Rustem Takhanov, Bagdat Myrzakhmetov, Jonathan North Washington |
| 2017 | TAG Parsing with Neural Networks and Vector Representations of Supertags. Jungo Kasai, Bob Frank, R. Thomas McCoy, Owen Rambow, Alexis Nasr |
| 2017 | Task-Oriented Query Reformulation with Reinforcement Learning. Rodrigo Nogueira, Kyunghyun Cho |
| 2017 | Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture. Yuanliang Meng, Anna Rumshisky, Alexey Romanov |
| 2017 | Temporal dynamics of semantic relations in word embeddings: an application to predicting armed conflict participants. Andrey Kutuzov, Erik Velldal, Lilja Øvrelid |
| 2017 | Tensor Fusion Network for Multimodal Sentiment Analysis. Amir Zadeh, Minghai Chen, Soujanya Poria, Erik Cambria, Louis-Philippe Morency |
| 2017 | The Impact of Modeling Overall Argumentation with Tree Kernels. Henning Wachsmuth, Giovanni Da San Martino, Dora Kiesel, Benno Stein |
| 2017 | The Labeled Segmentation of Printed Books. Lara McConnaughey, Jennifer Dai, David Bamman |
| 2017 | The Promise of Premise: Harnessing Question Premises in Visual Question Answering. Aroma Mahendru, Viraj Prabhu, Akrit Mohapatra, Dhruv Batra, Stefan Lee |
| 2017 | The strange geometry of skip-gram with negative sampling. David M. Mimno, Laure Thompson |
| 2017 | Topic Signatures in Political Campaign Speeches. Clément Gautrais, Peggy Cellier, René Quiniou, Alexandre Termier |
| 2017 | Topic-Based Agreement and Disagreement in US Electoral Manifestos. Stefano Menini, Federico Nanni, Simone Paolo Ponzetto, Sara Tonelli |
| 2017 | Towards Automatic Construction of News Overview Articles by News Synthesis. Jianmin Zhang, Xiaojun Wan |
| 2017 | Towards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation. Baosong Yang, Derek F. Wong, Tong Xiao, Lidia S. Chao, Jingbo Zhu |
| 2017 | Towards Compact and Fast Neural Machine Translation Using a Combined Method. Xiaowei Zhang, Wei Chen, Feng Wang, Shuang Xu, Bo Xu |
| 2017 | Towards Debate Automation: a Recurrent Model for Predicting Debate Winners. Peter Potash, Anna Rumshisky |
| 2017 | Towards Decoding as Continuous Optimisation in Neural Machine Translation. Cong Duy Vu Hoang, Gholamreza Haffari, Trevor Cohn |
| 2017 | Towards Implicit Content-Introducing for Generative Short-Text Conversation Systems. Lili Yao, Yaoyuan Zhang, Yansong Feng, Dongyan Zhao, Rui Yan |
| 2017 | Towards Quantum Language Models. Ivano Basile, Fabio Tamburini |
| 2017 | Towards a Universal Sentiment Classifier in Multiple languages. Kui Xu, Xiaojun Wan |
| 2017 | Train-O-Matic: Large-Scale Supervised Word Sense Disambiguation in Multiple Languages without Manual Training Data. Tommaso Pasini, Roberto Navigli |
| 2017 | Trainable Greedy Decoding for Neural Machine Translation. Jiatao Gu, Kyunghyun Cho, Victor O. K. Li |
| 2017 | Transition-Based Disfluency Detection using LSTMs. Shaolei Wang, Wanxiang Che, Yue Zhang, Meishan Zhang, Ting Liu |
| 2017 | Translating Phrases in Neural Machine Translation. Xing Wang, Zhaopeng Tu, Deyi Xiong, Min Zhang |
| 2017 | Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking. Hannah Rashkin, Eunsol Choi, Jin Yea Jang, Svitlana Volkova, Yejin Choi |
| 2017 | Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension. David Golub, Po-Sen Huang, Xiaodong He, Li Deng |
| 2017 | Unfolding and Shrinking Neural Machine Translation Ensembles. Felix Stahlberg, Bill Byrne |
| 2017 | Universal Semantic Parsing. Siva Reddy, Oscar Täckström, Slav Petrov, Mark Steedman, Mirella Lapata |
| 2017 | Unsupervised Pretraining for Sequence to Sequence Learning. Prajit Ramachandran, Peter J. Liu, Quoc V. Le |
| 2017 | Using Argument-based Features to Predict and Analyse Review Helpfulness. Haijing Liu, Yang Gao, Pin Lv, Mengxue Li, Shiqiang Geng, Minglan Li, Hao Wang |
| 2017 | Using Automated Metaphor Identification to Aid in Detection and Prediction of First-Episode Schizophrenia. E. Dario Gutiérrez, Guillermo A. Cecchi, Cheryl Corcoran, Philip R. Corlett |
| 2017 | Using Context Information for Dialog Act Classification in DNN Framework. Yang Liu, Kun Han, Zhao Tan, Yun Lei |
| 2017 | Using Target-side Monolingual Data for Neural Machine Translation through Multi-task Learning. Tobias Domhan, Felix Hieber |
| 2017 | Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm. Bjarke Felbo, Alan Mislove, Anders Søgaard, Iyad Rahwan, Sune Lehmann |
| 2017 | VecShare: A Framework for Sharing Word Representation Vectors. Jared Fernandez, Zhaocheng Yu, Doug Downey |
| 2017 | Video Highlight Prediction Using Audience Chat Reactions. Cheng-Yang Fu, Joon Lee, Mohit Bansal, Alexander C. Berg |
| 2017 | Visual Denotations for Recognizing Textual Entailment. Dan Han, Pascual Martínez-Gómez, Koji Mineshima |
| 2017 | What is it? Disambiguating the different readings of the pronoun 'it'. Sharid Loáiciga, Liane Guillou, Christian Hardmeier |
| 2017 | What is the Essence of a Claim? Cross-Domain Claim Identification. Johannes Daxenberger, Steffen Eger, Ivan Habernal, Christian Stab, Iryna Gurevych |
| 2017 | When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size). Liang Huang, Kai Zhao, Mingbo Ma |
| 2017 | Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in Space. Nikita Kitaev, Dan Klein |
| 2017 | Why ADAGRAD Fails for Online Topic Modeling. You Lu, Jeffrey Lund, Jordan L. Boyd-Graber |
| 2017 | Why We Need New Evaluation Metrics for NLG. Jekaterina Novikova, Ondrej Dusek, Amanda Cercas Curry, Verena Rieser |
| 2017 | Word Embeddings based on Fixed-Size Ordinally Forgetting Encoding. Joseph Sanu, Mingbin Xu, Hui Jiang, Quan Liu |
| 2017 | Word Etymology as Native Language Interference. Vivi Nastase, Carlo Strapparava |
| 2017 | Word Re-Embedding via Manifold Dimensionality Retention. Souleiman Hasan, Edward Curry |
| 2017 | Word-Context Character Embeddings for Chinese Word Segmentation. Hao Zhou, Zhenting Yu, Yue Zhang, Shujian Huang, Xin-Yu Dai, Jiajun Chen |
| 2017 | World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions. Teng Long, Emmanuel Bengio, Ryan Lowe, Jackie Chi Kit Cheung, Doina Precup |
| 2017 | Zero-Shot Activity Recognition with Verb Attribute Induction. Rowan Zellers, Yejin Choi |
| 2017 | Zipporah: a Fast and Scalable Data Cleaning System for Noisy Web-Crawled Parallel Corpora. Hainan Xu, Philipp Koehn |