Table of Contents

• Attending to Future Tokens for Bidirectional Sequence GenerationCarolin Lawrence, Bhushan Kotnis, Mathias Niepert. 1-10 [doi]
• Attention is not not ExplanationSarah Wiegreffe, Yuval Pinter. 11-20 [doi]
• Practical Obstacles to Deploying Active LearningDavid Lowell, Zachary C. Lipton, Byron C. Wallace. 21-30 [doi]
• Transfer Learning Between Related Tasks Using Expected Label ProportionsMatan Ben Noach, Yoav Goldberg. 31-42 [doi]
• Knowledge Enhanced Contextual Word RepresentationsMatthew E. Peters, Mark Neumann, Robert L. Logan IV, Roy Schwartz, Vidur Joshi, Sameer Singh 0001, Noah A. Smith. 43-54 [doi]
• How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 EmbeddingsKawin Ethayarajh. 55-65 [doi]
• Room to Glo: A Systematic Comparison of Semantic Change Detection Approaches with Word EmbeddingsPhilippa Shoemark, Farhana Ferdousi Liza, Dong Nguyen, Scott Hale, Barbara McGillivray. 66-76 [doi]
• Correlations between Word Vector SetsVitalii Zhelezniak, April Shen, Daniel Busbridge, Aleksandar Savkov, Nils Hammerla. 77-87 [doi]
• Game Theory Meets Embeddings: a Unified Framework for Word Sense DisambiguationRocco Tripodi, Roberto Navigli. 88-99 [doi]
• Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented DialogRyuichi Takanobu, Hanlin Zhu, Minlie Huang. 100-110 [doi]
• Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based ChatbotsChunyuan Yuan, Wei Zhou 0019, Mingming Li, Shangwen Lv, Fuqing Zhu, Jizhong Han, Songlin Hu. 111-120 [doi]
• MoEL: Mixture of Empathetic ListenersZhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, Pascale Fung. 121-132 [doi]
• Entity-Consistent End-to-end Task-Oriented Dialogue System with KB RetrieverLibo Qin, Yijia Liu, Wanxiang Che, Haoyang Wen, Yangming Li, Ting Liu 0001. 133-142 [doi]
• Building Task-Oriented Visual Dialog Systems Through Alternative Optimization Between Dialog Policy and Language GenerationMingyang Zhou, Josh Arnold, Zhou Yu. 143-153 [doi]
• DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in ConversationDeepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander F. Gelbukh. 154-164 [doi]
• Knowledge-Enriched Transformer for Emotion Detection in Textual ConversationsPeixiang Zhong, Di Wang 0004, Chunyan Miao. 165-176 [doi]
• Interpretable Relevant Emotion Ranking with Event-Driven AttentionYang Yang, Deyu Zhou, Yulan He, Meng Zhang. 177-187 [doi]
• Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained AspectsJianmo Ni, Jiacheng Li, Julian J. McAuley. 188-197 [doi]
• Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance LearningKaisong Song, Lidong Bing, Wei Gao 0001, Jun Lin, Lujun Zhao, Jiancheng Wang, Changlong Sun, Xiaozhong Liu, Qi Zhang 0001. 198-207 [doi]
• Leveraging Dependency Forest for Neural Medical Relation ExtractionLinfeng Song, Yue Zhang, Daniel Gildea, Mo Yu, Zhiguo Wang, Jinsong Su. 208-218 [doi]
• Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised DataRuidong Wu, Yuan Yao, Xu Han, Ruobing Xie, Zhiyuan Liu 0001, Fen Lin, Leyu Lin, Maosong Sun. 219-228 [doi]
• Improving Relation Extraction with Knowledge-attentionPengfei Li, Kezhi Mao, Xuefeng Yang, Qi Li. 229-239 [doi]
• Jointly Learning Entity and Relation Representations for Entity AlignmentYuting Wu, Xiao Liu, Yansong Feng, Zheng Wang 0001, Dongyan Zhao 0001. 240-249 [doi]
• Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph CompletionZihao Wang, Kwun Ping Lai, Piji Li, Lidong Bing, Wai Lam. 250-260 [doi]
• Low-Resource Name Tagging Learned with Weakly Labeled DataYixin Cao 0002, Zikun Hu, Tat-Seng Chua, Zhiyuan Liu 0001, Heng Ji. 261-270 [doi]
• Learning Dynamic Context Augmentation for Global Entity LinkingXiyuan Yang, Xiaotao Gu, Sheng Lin, Siliang Tang, Yueting Zhuang, Fei Wu 0001, Zhigang Chen, Guoping Hu, Xiang Ren. 271-281 [doi]
• Open Event Extraction from Online Text using a Generative Adversarial NetworkRui Wang 0043, Deyu Zhou, Yulan He. 282-291 [doi]
• Learning to Bootstrap for Entity Set ExpansionLingyong Yan, Xianpei Han, Le Sun, Ben He. 292-301 [doi]
• Multi-Input Multi-Output Sequence Labeling for Joint Extraction of Fact and Condition Tuples from Scientific TextTianwen Jiang, Tong Zhao, Bing Qin 0001, Ting Liu 0001, Nitesh V. Chawla, Meng Jiang 0001. 302-312 [doi]
• Cross-lingual Structure Transfer for Relation and Event ExtractionAnanya Subburathinam, Di Lu, Heng Ji, Jonathan May, Shih-Fu Chang, Avirup Sil, Clare R. Voss. 313-325 [doi]
• Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization FrameworkJunfan Chen, Richong Zhang, Yongyi Mao, Hongyu Guo, Jie Xu 0007. 326-336 [doi]
• Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event ExtractionShun Zheng, Wei Cao, Wei Xu, Jiang Bian. 337-346 [doi]
• Event Detection with Trigger-Aware Lattice Neural NetworkNing Ding, Ziran Li, Zhiyuan Liu 0001, Haitao Zheng, Zibo Lin. 347-356 [doi]
• A Boundary-aware Neural Model for Nested Named Entity RecognitionChangmeng Zheng, Yi Cai, Jingyun Xu, Ho-Fung Leung, Guandong Xu. 357-366 [doi]
• Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement LearningXiangrong Zeng, Shizhu He, Daojian Zeng, Kang Liu 0001, Shengping Liu, Jun Zhao 0001. 367-377 [doi]
• CaRe: Open Knowledge Graph EmbeddingsSwapnil Gupta, Sreyash Kenkre, Partha Talukdar. 378-388 [doi]
• Self-Attention Enhanced CNNs and Collaborative Curriculum Learning for Distantly Supervised Relation ExtractionYuyun Huang, Jinhua Du. 389-398 [doi]
• Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding MappingJian Ni, Radu Florian. 399-409 [doi]
• Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation ExtractionXiang Deng, Huan Sun. 410-420 [doi]
• EntEval: A Holistic Evaluation Benchmark for Entity RepresentationsMingda Chen, Zewei Chu, Yang Chen, Karl Stratos, Kevin Gimpel. 421-433 [doi]
• Joint Event and Temporal Relation Extraction with Shared Representations and Structured PredictionRujun Han, Qiang Ning, Nanyun Peng. 434-444 [doi]
• Hierarchical Text Classification with Reinforced Label AssignmentYuning Mao, Jingjing Tian, Jiawei Han 0001, Xiang Ren. 445-455 [doi]
• Investigating Capsule Network and Semantic Feature on Hyperplanes for Text ClassificationChunning Du, Haifeng Sun, Jingyu Wang, Qi Qi 0001, Jianxin Liao, Chun Wang, Bing Ma. 456-465 [doi]
• Label-Specific Document Representation for Multi-Label Text ClassificationLin Xiao, Xin Huang, Boli Chen, Liping Jing. 466-475 [doi]
• Hierarchical Attention Prototypical Networks for Few-Shot Text ClassificationShengli Sun, Qingfeng Sun, Kevin Zhou, Tengchao Lv. 476-485 [doi]
• Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text ClassificationVivian Lai, Zheng Cai, Chenhao Tan. 486-495 [doi]
• Enhancing Local Feature Extraction with Global Representation for Neural Text ClassificationGuocheng Niu, Hengru Xu, Bolei He, Xinyan Xiao, Hua Wu 0003, Sheng Gao. 496-506 [doi]
• Latent-Variable Generative Models for Data-Efficient Text ClassificationXiaoan Ding, Kevin Gimpel. 507-517 [doi]
• PaRe: A Paper-Reviewer Matching Approach Using a Common Topic SpaceOmer Anjum, Hongyu Gong, Suma Bhat, Wen-mei Hwu, Jinjun Xiong. 518-528 [doi]
• Linking artificial and human neural representations of languageJon Gauthier, Roger Levy. 529-539 [doi]
• Neural Text Summarization: A Critical EvaluationWojciech Kryscinski, Nitish Shirish Keskar, Bryan McCann, Caiming Xiong, Richard Socher. 540-551 [doi]
• Neural data-to-text generation: A comparison between pipeline and end-to-end architecturesThiago Castro Ferreira, Chris van der Lee, Emiel van Miltenburg, Emiel Krahmer. 552-562 [doi]
• MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover DistanceWei Zhao, Maxime Peyrard, Fei Liu, Yang Gao, Christian M. Meyer, Steffen Eger. 563-578 [doi]
• Select and Attend: Towards Controllable Content Selection in Text GenerationXiaoyu Shen 0001, Jun Suzuki, Kentaro Inui, Hui Su, Dietrich Klakow, Satoshi Sekine. 579-590 [doi]
• Sentence-Level Content Planning and Style Specification for Neural Text GenerationXinyu Hua, Lu Wang 0008. 591-602 [doi]
• Translate and Label! An Encoder-Decoder Approach for Cross-lingual Semantic Role LabelingAngel Daza, Anette Frank. 603-615 [doi]
• Syntax-Enhanced Self-Attention-Based Semantic Role LabelingYue Zhang, Rui Wang, Luo Si. 616-626 [doi]
• VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role LabelingAndrea Di Fabio, Simone Conia, Roberto Navigli. 627-637 [doi]
• Parameter-free Sentence Embedding via Orthogonal BasisZiyi Yang, Chenguang Zhu, Weizhu Chen. 638-648 [doi]
• Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence RepresentationsMingda Chen, Zewei Chu, Kevin Gimpel. 649-662 [doi]
• Extracting Possessions from Social Media: Images Complement LanguageDhivya Chinnappa, Srikala Murugan, Eduardo Blanco 0002. 663-672 [doi]
• Learning to Speak and Act in a Fantasy Text Adventure GameJack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston. 673-683 [doi]
• Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation LearningKhanh Nguyen, Hal Daumé III. 684-695 [doi]
• Incorporating Visual Semantics into Sentence Representations within a Grounded SpacePatrick Bordes, Eloi Zablocki, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari. 696-707 [doi]
• Neural Naturalist: Generating Fine-Grained Image ComparisonsMaxwell Forbes, Christine Kaeser-Chen, Piyush Sharma, Serge J. Belongie. 708-717 [doi]
• Fine-Grained Evaluation for Entity LinkingHenry Rosales-Méndez, Aidan Hogan, Barbara Poblete. 718-727 [doi]
• Supervising Unsupervised Open Information Extraction ModelsArpita Roy, Youngja Park, Taesung Lee, Shimei Pan. 728-737 [doi]
• Neural Cross-Lingual Event Detection with Minimal Parallel ResourcesJian Liu, Yubo Chen 0001, Kang Liu 0001, Jun Zhao 0001. 738-748 [doi]
• KnowledgeNet: A Benchmark Dataset for Knowledge Base PopulationFilipe de Sá Mesquita, Matteo Cannaviccio, Jordan Schmidek, Paramita Mirza, Denilson Barbosa. 749-758 [doi]
• Effective Use of Transformer Networks for Entity TrackingAditya Gupta, Greg Durrett. 759-769 [doi]
• Explicit Cross-lingual Pre-training for Unsupervised Machine TranslationShuo Ren, Yu Wu, Shujie Liu 0001, Ming Zhou 0001, Shuai Ma 0001. 770-779 [doi]
• Latent Part-of-Speech Sequences for Neural Machine TranslationXuewen Yang, Yingru Liu, Dongliang Xie, Xin Wang, Niranjan Balasubramanian. 780-790 [doi]
• Improving Back-Translation with Uncertainty-based Confidence EstimationShuo Wang, Yang Liu 0005, Chao Wang, Huanbo Luan, Maosong Sun. 791-802 [doi]
• Towards Linear Time Neural Machine Translation with Capsule NetworksMingxuan Wang. 803-812 [doi]
• Modeling Multi-mapping Relations for Precise Cross-lingual Entity AlignmentXiaofei Shi, Yanghua Xiao. 813-822 [doi]
• Supervised and Nonlinear Alignment of Two Embedding Spaces for Dictionary Induction in Low Resourced LanguagesMasud Moshtaghi. 823-832 [doi]
• Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTShijie Wu, Mark Dredze. 833-844 [doi]
• Iterative Dual Domain Adaptation for Neural Machine TranslationJiali Zeng, Yang Liu, Jinsong Su, Yubin Ge, Yaojie Lu 0001, Yongjing Yin, Jiebo Luo. 845-855 [doi]
• Multi-agent Learning for Neural Machine TranslationTianchi Bi, Hao Xiong, Zhongjun He, Hua Wu 0003, Haifeng Wang. 856-865 [doi]
• Pivot-based Transfer Learning for Neural Machine Translation between Non-English LanguagesYunsu Kim, Petre Petrov, Pavel Petrushkov, Shahram Khadivi, Hermann Ney. 866-876 [doi]
• Context-Aware Monolingual Repair for Neural Machine TranslationElena Voita, Rico Sennrich, Ivan Titov. 877-886 [doi]
• Multi-Granularity Self-Attention for Neural Machine TranslationJie Hao, Xing Wang 0010, Shuming Shi, Jinfeng Zhang, Zhaopeng Tu. 887-897 [doi]
• Improving Deep Transformer with Depth-Scaled Initialization and Merged AttentionBiao Zhang, Ivan Titov, Rico Sennrich. 898-909 [doi]
• A Discriminative Neural Model for Cross-Lingual Word AlignmentElias Stengel-Eskin, Tzu-Ray Su, Matt Post, Benjamin Van Durme. 910-920 [doi]
• One Model to Learn Both: Zero Pronoun Prediction and TranslationLongyue Wang, Zhaopeng Tu, Xing Wang 0010, Shuming Shi. 921-930 [doi]
• Dynamic Past and Future for Neural Machine TranslationZaixiang Zheng, Shujian Huang, Zhaopeng Tu, Xin-Yu Dai, Jiajun Chen. 931-941 [doi]
• Revisit Automatic Error Detection for Wrong and Missing Translation - A Supervised ApproachWenqiang Lei, Weiwen Xu, Ai Ti Aw, Yuanxin Xiang, Tat-Seng Chua. 942-952 [doi]
• Towards Understanding Neural Machine Translation with Word ImportanceShilin He, Zhaopeng Tu, Xing Wang 0010, Longyue Wang, Michael R. Lyu, Shuming Shi. 953-962 [doi]
• Multilingual Neural Machine Translation with Language ClusteringXu Tan, Jiale Chen, Di He, Yingce Xia, Tao Qin, Tie-Yan Liu. 963-973 [doi]
• Don't Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon InductionPaula Czarnowska, Sebastian Ruder, Edouard Grave, Ryan Cotterell, Ann A. Copestake. 974-983 [doi]
• Pushing the Limits of Low-Resource Morphological InflectionAntonios Anastasopoulos, Graham Neubig. 984-996 [doi]
• Cross-Lingual Dependency Parsing Using Code-Mixed TreeBankMeishan Zhang, Yue Zhang, Guohong Fu. 997-1006 [doi]
• Hierarchical Pointer Net ParsingLinlin Liu, Xiang Lin, Shafiq R. Joty, Simeng Han, Lidong Bing. 1007-1017 [doi]
• Semi-Supervised Semantic Role Labeling with Cross-View TrainingRui Cai, Mirella Lapata. 1018-1027 [doi]
• Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized RepresentationsZuyi Bao, Rui Huang, Chen Li, Kenny Q. Zhu. 1028-1039 [doi]
• A Lexicon-Based Graph Neural Network for Chinese NERTao Gui, Yicheng Zou, Qi Zhang 0001, Minlong Peng, JinLan Fu, Zhongyu Wei, Xuanjing Huang. 1040-1050 [doi]
• CM-Net: A Novel Collaborative Memory Network for Spoken Language UnderstandingYijin Liu, Fandong Meng, Jinchao Zhang, Jie Zhou, Yufeng Chen, Jinan Xu. 1051-1060 [doi]
• Tree Transformer: Integrating Tree Structures into Self-AttentionYau-Shian Wang, Hung-yi Lee, Yun-Nung Chen. 1061-1070 [doi]
• Semantic Role Labeling with Iterative Structure RefinementChunchuan Lyu, Shay B. Cohen, Ivan Titov. 1071-1082 [doi]
• Entity Projection via Machine Translation for Cross-Lingual NERAlankar Jain, Bhargavi Paranjape, Zachary C. Lipton. 1083-1092 [doi]
• A Bayesian Approach for Sequence Tagging with CrowdsEdwin D. Simpson, Iryna Gurevych. 1093-1104 [doi]
• A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languagesClara Vania, Yova Kementchedjhieva, Anders Søgaard, Adam Lopez. 1105-1116 [doi]
• Target Language-Aware Constrained Inference for Cross-lingual Dependency ParsingTao Meng, Nanyun Peng, Kai-Wei Chang. 1117-1128 [doi]
• Look-up and Adapt: A One-shot Semantic ParserZhichu Lu, Forough Arabshahi, Igor Labutov, Tom M. Mitchell. 1129-1139 [doi]
• Similarity Based Auxiliary Classifier for Named Entity RecognitionShiyuan Xiao, Yuanxin Ouyang, Wenge Rong, Jianxin Yang, Zhang Xiong. 1140-1149 [doi]
• Variable beam search for generative neural parsing and its relevance for the analysis of neuro-imaging signalBenoît Crabbé, Murielle Fabre, Christophe Pallier. 1150-1160 [doi]
• Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding DatasetsMor Geva, Yoav Goldberg, Jonathan Berant. 1161-1166 [doi]
• Robust Text Classifier on Test-Time BudgetsMd. Rizwan Parvez, Tolga Bolukbasi, Kai-Wei Chang, Venkatesh Saligrama. 1167-1172 [doi]
• Commonsense Knowledge Mining from Pretrained ModelsJoe Davison, Joshua Feldman, Alexander M. Rush. 1173-1178 [doi]
• RNN Architecture Learning with Sparse RegularizationJesse Dodge, Roy Schwartz, Hao Peng, Noah A. Smith. 1179-1184 [doi]
• Analytical Methods for Interpretable Ultradense Word EmbeddingsPhilipp Dufter, Hinrich Schütze. 1185-1191 [doi]
• Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding TasksZi-Yi Dou, Keyi Yu, Antonios Anastasopoulos. 1192-1197 [doi]
• Retrofitting Contextualized Word Embeddings with ParaphrasesWeijia Shi, Muhao Chen, Pei Zhou, Kai-Wei Chang. 1198-1203 [doi]
• Incorporating Contextual and Syntactic Structures Improves Semantic Similarity ModelingLinqing Liu, Wei Yang, Jinfeng Rao, Raphael Tang, Jimmy Lin. 1204-1209 [doi]
• Neural Linguistic SteganographyZachary M. Ziegler, Yuntian Deng, Alexander M. Rush. 1210-1215 [doi]
• The Feasibility of Embedding Based Automatic Evaluation for Single Document SummarizationSimeng Sun, Ani Nenkova. 1216-1221 [doi]
• Attention Optimization for Abstractive Document SummarizationMin Gui, Junfeng Tian, Rui Wang, Zhenglu Yang. 1222-1228 [doi]
• Rewarding Coreference Resolvers for Being Consistent with World KnowledgeRahul Aralikatte, Heather Lent, Ana Valeria González-Garduño, Daniel Hershcovich, Chen Qiu, Anders Sandholm, Michael Ringaard, Anders Søgaard. 1229-1235 [doi]
• An Empirical Study of Incorporating Pseudo Data into Grammatical Error CorrectionShun Kiyono, Jun Suzuki, Masato Mita, Tomoya Mizumoto, Kentaro Inui. 1236-1242 [doi]
• A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low ComparabilityWeiwei Yang, Jordan L. Boyd-Graber, Philip Resnik. 1243-1248 [doi]
• Measure Country-Level Socio-Economic Indicators with Streaming News: An Empirical StudyBonan Min, Xiaoxi Zhao. 1249-1254 [doi]
• Towards Extracting Medical Family History from Natural Language Interactions: A New Dataset and BaselinesMahmoud Azab, Stephane Dadian, Vivi Nastase, Larry An, Rada Mihalcea. 1255-1260 [doi]
• Multi-task Learning for Natural Language Generation in Task-Oriented DialogueChenguang Zhu, Michael Zeng, Xuedong Huang. 1261-1266 [doi]
• Dirichlet Latent Variable Hierarchical Recurrent Encoder-Decoder in Dialogue GenerationMin Zeng, Yisen Wang 0001, Yuan Luo 0003. 1267-1272 [doi]
• Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented ModellingBo-Hsiang Tseng, Marek Rei, Pawel Budzianowski, Richard E. Turner, Bill Byrne, Anna Korhonen. 1273-1278 [doi]
• A Progressive Model to Enable Continual Learning for Semantic Slot FillingYilin Shen, Xiangyu Zeng, Hongxia Jin. 1279-1284 [doi]
• CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented ChatbotsArshit Gupta, Peng Zhang, Garima Lalwani, Mona Diab. 1285-1290 [doi]
• Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue SystemsJia Li, Chongyang Tao, Wei Wu 0014, Yansong Feng, Dongyan Zhao 0001, Rui Yan 0001. 1291-1296 [doi]
• Zero-shot Cross-lingual Dialogue Systems with Transferable Latent VariablesZihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, Pascale Fung. 1297-1303 [doi]
• Modeling Multi-Action Policy for Task-Oriented DialoguesLei Shu 0004, Hu Xu, Bing Liu, Piero Molino. 1304-1310 [doi]
• An Evaluation Dataset for Intent Classification and Out-of-Scope PredictionStefan Larson, Anish Mahendran, Joseph J. Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K. Kummerfeld, Kevin Leach, Michael A. Laurenzano, Lingjia Tang, Jason Mars. 1311-1316 [doi]
• Automatically Learning Data Augmentation Policies for Dialogue TasksTong Niu, Mohit Bansal. 1317-1323 [doi]
• uniblock: Scoring and Filtering Corpus with Unicode Block InformationYingbo Gao, Weiyue Wang, Hermann Ney. 1324-1329 [doi]
• Multilingual word translation using auxiliary languagesHagai Taitelbaum, Gal Chechik, Jacob Goldberger. 1330-1335 [doi]
• Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered NeuronsJie Hao, Xing Wang 0010, Shuming Shi, Jinfeng Zhang, Zhaopeng Tu. 1336-1341 [doi]
• Vecalign: Improved Sentence Alignment in Linear Time and SpaceBrian Thompson, Philipp Koehn. 1342-1348 [doi]
• Simpler and Faster Learning of Adaptive Policies for Simultaneous TranslationBaigong Zheng, Renjie Zheng, Mingbo Ma, Liang Huang 0001. 1349-1354 [doi]
• Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NERPhillip Keung, Yichao Lu, Vikas Bhardwaj. 1355-1360 [doi]
• Recurrent Positional Embedding for Neural Machine TranslationKehai Chen, Rui Wang 0015, Masao Utiyama, Eiichiro Sumita. 1361-1367 [doi]
• Machine Translation for Machines: the Sentiment Classification Use CaseAmirhossein Tebbifakhr, Luisa Bentivogli, Matteo Negri, Marco Turchi. 1368-1374 [doi]
• Investigating the Effectiveness of BPE: The Power of Shorter SequencesMatthias Gallé. 1375-1381 [doi]
• HABLex: Human Annotated Bilingual Lexicons for Experiments in Machine TranslationBrian Thompson, Rebecca Knowles, Xuan Zhang, Huda Khayrallah, Kevin Duh, Philipp Koehn. 1382-1387 [doi]
• Handling Syntactic Divergence in Low-resource Machine TranslationChunting Zhou, Xuezhe Ma, Junjie Hu, Graham Neubig. 1388-1394 [doi]
• Speculative Beam Search for Simultaneous TranslationRenjie Zheng, Mingbo Ma, Baigong Zheng, Liang Huang 0001. 1395-1402 [doi]
• Self-Attention with Structural Position RepresentationsXing Wang 0010, Zhaopeng Tu, Longyue Wang, Shuming Shi. 1403-1409 [doi]
• Exploiting Multilingualism through Multistage Fine-Tuning for Low-Resource Neural Machine TranslationRaj Dabre, Atsushi Fujita, Chenhui Chu. 1410-1416 [doi]
• Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature EmbeddingsZi-Yi Dou, Junjie Hu, Antonios Anastasopoulos, Graham Neubig. 1417-1422 [doi]
• A Regularization-based Framework for Bilingual Grammar InductionYong Jiang, Wenjuan Han, Kewei Tu. 1423-1428 [doi]
• Encoders Help You Disambiguate Word Senses in Neural Machine TranslationGongbo Tang, Rico Sennrich, Joakim Nivre. 1429-1435 [doi]
• Korean Morphological Analysis with Tied Sequence-to-Sequence Multi-Task ModelHyun-Je Song, Seong-Bae Park. 1436-1441 [doi]
• Efficient Convolutional Neural Networks for Diacritic RestorationSawsan Alqahtani, Ajay Mishra, Mona T. Diab. 1442-1448 [doi]
• Improving Generative Visual Dialog by Answering Diverse QuestionsVishvak Murahari, Prithvijit Chattopadhyay, Dhruv Batra, Devi Parikh, Abhishek Das. 1449-1454 [doi]
• Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language UnderstandingQuynh Ngoc Thi Do, Judith Gaspers. 1455-1460 [doi]
• Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal RepresentationsPo-Yao Huang 0001, Xiaojun Chang, Alexander G. Hauptmann. 1461-1467 [doi]
• Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question AnsweringSoravit Changpinyo, Bo Pang, Piyush Sharma, Radu Soricut. 1468-1474 [doi]
• REO-Relevance, Extraness, Omission: A Fine-grained Evaluation for Image CaptioningMing Jiang, Junjie Hu, Qiuyuan Huang, Lei Zhang, Jana Diesner, Jianfeng Gao. 1475-1480 [doi]
• WSLLN: Weakly Supervised Natural Language Localization NetworksMingfei Gao, Larry Davis 0001, Richard Socher, Caiming Xiong. 1481-1487 [doi]
• Grounding learning of modifier dynamics: An application to color namingXudong Han, Philip Schulz, Trevor Cohn. 1488-1493 [doi]
• Robust Navigation with Language Pretraining and Stochastic SamplingXiujun Li, Chunyuan Li, Qiaolin Xia, Yonatan Bisk, Asli Çelikyilmaz, Jianfeng Gao, Noah A. Smith, Yejin Choi. 1494-1499 [doi]
• Towards Making a Dependency Parser SeeMichalina Strzyz, David Vilares, Carlos Gómez-Rodríguez. 1500-1506 [doi]
• Unsupervised Labeled Parsing with Deep Inside-Outside Recursive AutoencodersAndrew Drozdov, Patrick Verga, Yi Pei Chen, Mohit Iyyer, Andrew McCallum. 1507-1512 [doi]
• Dependency Parsing for Spoken Dialog SystemsSam Davidson, Dian Yu, Zhou Yu. 1513-1519 [doi]
• Span-based Hierarchical Semantic Parsing for Task-Oriented DialogPanupong Pasupat, Sonal Gupta, Karishma Mandyam, Rushin Shah, Mike Lewis, Luke Zettlemoyer. 1520-1526 [doi]
• Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level TranslationZhengxin Yang, Jinchao Zhang, Fandong Meng, Shuhao Gu, Yang Feng 0004, Jie Zhou. 1527-1537 [doi]
• Simple, Scalable Adaptation for Neural Machine TranslationAnkur Bapna, Orhan Firat. 1538-1548 [doi]
• Controlling Text Complexity in Neural Machine TranslationSweta Agrawal, Marine Carpuat. 1549-1564 [doi]
• Investigating Multilingual NMT Representations at ScaleSneha Reddy Kudugunta, Ankur Bapna, Isaac Caswell, Orhan Firat. 1565-1575 [doi]
• Hierarchical Modeling of Global Context for Document-Level Neural Machine TranslationXin Tan, Longyin Zhang, Deyi Xiong, Guodong Zhou. 1576-1585 [doi]
• Cross-Lingual Machine Reading ComprehensionYiming Cui, Wanxiang Che, Ting Liu 0001, Bing Qin 0001, Shijin Wang, Guoping Hu. 1586-1595 [doi]
• A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete ReasoningMinghao Hu, Yuxing Peng, Zhen Huang 0006, Dongsheng Li. 1596-1606 [doi]
• Neural Duplicate Question Detection without Labeled Training DataAndreas Rücklé, Nafise Sadat Moosavi, Iryna Gurevych. 1607-1617 [doi]
• Asking Clarification Questions in Knowledge-Based Question AnsweringJingjing Xu, Yuechen Wang, Duyu Tang, Nan Duan, Pengcheng Yang, Qi Zeng, Ming Zhou 0001, Xu Sun 0001. 1618-1629 [doi]
• Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question DetectionNina Pörner, Hinrich Schütze. 1630-1641 [doi]
• Multi-label Categorization of Accounts of Sexism using a Neural FrameworkPulkit Parikh, Harika Abburi, Pinkesh Badjatiya, Radhika Krishnan, Niyati Chhaya, Manish Gupta 0001, Vasudeva Varma. 1642-1652 [doi]
• The Trumpiest Trump? Identifying a Subject's Most Characteristic TweetsCharuta Pethe, Steven Skiena. 1653-1663 [doi]
• Finding Microaggressions in the Wild: A Case for Locating Elusive Phenomena in Social Media PostsLuke Breitfeller, Emily Ahn, David Jurgens, Yulia Tsvetkov. 1664-1674 [doi]
• Reinforced Product Metadata Selection for Helpfulness Assessment of Customer ReviewsMiao Fan, Chao Feng, Mingming Sun, Ping Li 0001. 1675-1683 [doi]
• Learning Invariant Representations of Social Media UsersNicholas Andrews, Marcus Bishop. 1684-1695 [doi]
• (Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple PersonasDongyeop Kang, Varun Gangal, Eduard H. Hovy. 1696-1706 [doi]
• Movie Plot Analysis via Turning Point IdentificationPinelopi Papalampidi, Frank Keller, Mirella Lapata. 1707-1717 [doi]
• Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered AttentionLei Cao, Huijun Zhang, Ling Feng, ZiHan Wei, Xin Wang, Ningyun Li, Xiaohao He. 1718-1728 [doi]
• Deep Ordinal Regression for Pledge Specificity PredictionShivashankar Subramanian, Trevor Cohn, Timothy Baldwin. 1729-1740 [doi]
• Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer NetworksIgor Shalyminov, Sungjin Lee, Arash Eshghi, Oliver Lemon. 1741-1751 [doi]
• Multi-Granularity Representations of DialogShikib Mehri, Maxine Eskénazi. 1752-1761 [doi]
• Are You for Real? Detecting Identity Fraud via Dialogue InteractionsWeikang Wang, Jiajun Zhang, Qian Li, Chengqing Zong, Zhifei Li. 1762-1771 [doi]
• Hierarchy Response Learning for Neural Conversation GenerationBo Zhang, Xiaoming Zhang. 1772-1781 [doi]
• Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented GraphsZhibin Liu, Zheng-Yu Niu, Hua Wu 0003, Haifeng Wang. 1782-1792 [doi]
• Adaptive Parameterization for Neural Dialogue GenerationHengyi Cai, Hongshen Chen, Cheng Zhang, Yonghao Song, Xiaofang Zhao, Dawei Yin. 1793-1802 [doi]
• Towards Knowledge-Based Recommender Dialog SystemQibin Chen, Junyang Lin, Yichang Zhang, Ming Ding, Yukuo Cen, Hongxia Yang, Jie Tang 0001. 1803-1813 [doi]
• Structuring Latent Spaces for Stylized Response GenerationXiang Gao, Yizhe Zhang, Sungjin Lee, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan. 1814-1823 [doi]
• Improving Open-Domain Dialogue Systems via Multi-Turn Incomplete Utterance RestorationZhu Feng Pan, Kun Bai, Yan Wang, Lianqiang Zhou, Xiaojiang Liu. 1824-1833 [doi]
• Unsupervised Context Rewriting for Open Domain ConversationKun Zhou, Kai Zhang, Yu Wu, Shujie Liu 0001, Jingsong Yu. 1834-1844 [doi]
• Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based ChatbotsJia-Chen Gu, Zhen-Hua Ling, Xiaodan Zhu, Quan Liu. 1845-1854 [doi]
• DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge GraphsYi-Lin Tuan, Yun-Nung Chen, Hung-yi Lee. 1855-1865 [doi]
• Retrieval-guided Dialogue Response Generation via a Matching-to-Generation FrameworkDeng Cai, Yan Wang, Wei Bi, Zhaopeng Tu, Xiaojiang Liu, Shuming Shi. 1866-1875 [doi]
• Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence GenerationLiliang Ren, Jianmo Ni, Julian J. McAuley. 1876-1885 [doi]
• Low-Resource Response Generation with Template PriorZe Yang, Wei Wu 0014, Jian Yang, Can Xu, Zhoujun Li. 1886-1897 [doi]
• A Discrete CVAE for Response Generation on Short-Text ConversationJun Gao, Wei Bi, Xiaojiang Liu, Junhui Li, Guodong Zhou, Shuming Shi. 1898-1908 [doi]
• Who Is Speaking to Whom? Learning to Identify Utterance Addressee in Multi-Party ConversationsRan Le, Wenpeng Hu, Mingyue Shang, Zhenjun You, Lidong Bing, Dongyan Zhao 0001, Rui Yan 0001. 1909-1919 [doi]
• A Semi-Supervised Stable Variational Network for Promoting Replier-Consistency in Dialogue GenerationJinxin Chang, Ruifang He, Longbiao Wang, Xiangyu Zhao, Ting Yang, Ruifang Wang. 1920-1930 [doi]
• Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein AutoencodersZhangming Chan, Juntao Li, Xiaopeng Yang, Xiuying Chen, Wenpeng Hu, Dongyan Zhao 0001, Rui Yan 0001. 1931-1940 [doi]
• Variational Hierarchical User-based Conversation ModelJinYeong Bak, Alice Oh. 1941-1950 [doi]
• Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented DialogueDongyeop Kang, Anusha Balakrishnan, Pararth Shah, Paul Crook, Y-Lan Boureau, Jason Weston. 1951-1961 [doi]
• CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to DatabasesTao Yu, Rui Zhang 0037, Heyang Er, Suyi Li, Eric Xue, Bo Pang, Xi Victoria Lin, Yi Chern Tan, Tianze Shi, Zihan Li, Youxuan Jiang, Michihiro Yasunaga, Sungrok Shim, Tao Chen, Alexander Richard Fabbri, Zifan Li, Luyao Chen, Yuwen Zhang, Shreya Dixit, Vincent Zhang, Caiming Xiong, Richard Socher, Walter S. Lasecki, Dragomir R. Radev. 1962-1979 [doi]
• A Practical Dialogue-Act-Driven Conversation Model for Multi-Turn Response SelectionHarshit Kumar, Arvind Agarwal, Sachindra Joshi. 1980-1989 [doi]
• How to Build User Simulators to Train RL-based Dialog SystemsWeiyan Shi, Kun Qian, Xuewei Wang, Zhou Yu. 1990-2000 [doi]
• Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video CaptioningTao Jin, Siyu Huang, Yingming Li, Zhongfei Zhang. 2001-2011 [doi]
• Image Captioning with Very Scarce Supervised Data: Adversarial Semi-Supervised Learning ApproachDong-Jin Kim 0003, JinSoo Choi, Tae Hyun Oh, In-So Kweon. 2012-2023 [doi]
• Dual Attention Networks for Visual Reference Resolution in Visual DialogGi-Cheon Kang, Jaeseo Lim, Byoung-Tak Zhang. 2024-2033 [doi]
• Unsupervised Discovery of Multimodal Links in Multi-image, Multi-sentence DocumentsJack Hessel, Lillian Lee, David Mimno. 2034-2045 [doi]
• UR-FUNNY: A Multimodal Language Dataset for Understanding HumorMd. Kamrul Hasan, Wasifur Rahman, AmirAli Bagher Zadeh, Jianyuan Zhong, Md. Iftekhar Tanveer, Louis-Philippe Morency, Mohammed (Ehsan) Hoque. 2046-2056 [doi]
• Partners in Crime: Multi-view Sequential Inference for Movie UnderstandingNikos Papasarantopoulos, Lea Frermann, Mirella Lapata, Shay B. Cohen. 2057-2067 [doi]
• Guiding the Flowing of Semantics: Interpretable Video Captioning via POS TagXinyu Xiao, Lingfeng Wang, Bin Fan, Shiming Xiang, Chunhong Pan. 2068-2077 [doi]
• A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language UnderstandingLibo Qin, Wanxiang Che, Yangming Li, Haoyang Wen, Ting Liu 0001. 2078-2087 [doi]
• Talk2Car: Taking Control of Your Self-Driving CarThierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Luc Van Gool, Marie-Francine Moens. 2088-2098 [doi]
• Fact-Checking Meets Fauxtography: Verifying Claims About ImagesDimitrina Zlatkova, Preslav Nakov, Ivan Koychev. 2099-2108 [doi]
• Video Dialog via Progressive Inference and Cross-TransformerWeike Jin, Zhou Zhao, Mao Gu, Jun Xiao 0001, Furu Wei, Yueting Zhuang. 2109-2118 [doi]
• Executing Instructions in Situated Collaborative InteractionsAlane Suhr, Claudia Yan, Jacob Schluger, Stanley Yu, Hadi Khader, Marwa Mouallem, Iris Zhang, Yoav Artzi. 2119-2130 [doi]
• Fusion of Detected Objects in Text for Visual Question AnsweringChris Alberti, Jeffrey Ling, Michael Collins 0001, David Reitter. 2131-2140 [doi]
• TIGEr: Text-to-Image Grounding for Image Caption EvaluationMing Jiang, Qiuyuan Huang, Lei Zhang, Xin Wang, Pengchuan Zhang, Zhe Gan, Jana Diesner, Jianfeng Gao. 2141-2152 [doi]
• Universal Adversarial Triggers for Attacking and Analyzing NLPEric Wallace, Shi Feng, Nikhil Kandpal, Matt Gardner 0001, Sameer Singh 0001. 2153-2162 [doi]
• To Annotate or Not? Predicting Performance Drop under Domain ShiftHady ElSahar, Matthias Gallé. 2163-2173 [doi]
• Adaptively Sparse TransformersGonçalo M. Correia, Vlad Niculae, André F. T. Martins. 2174-2184 [doi]
• Show Your Work: Improved Reporting of Experimental ResultsJesse Dodge, Suchin Gururangan, Dallas Card, Roy Schwartz, Noah A. Smith. 2185-2194 [doi]
• A Deep Factorization of Style and Structure in FontsAkshay Srivatsan, Jonathan T. Barron, Dan Klein, Taylor Berg-Kirkpatrick. 2195-2205 [doi]
• Cross-lingual Semantic Specialization via Lexical Relation InductionEdoardo Maria Ponti, Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen. 2206-2217 [doi]
• Modelling the interplay of metaphor and emotion through multitask learningVerna Dankers, Marek Rei, Martha Lewis, Ekaterina Shutova. 2218-2229 [doi]
• How well do NLI models capture verb veridicality?Alexis Ross, Ellie Pavlick. 2230-2240 [doi]
• Modeling Color Terminology Across Thousands of LanguagesArya D. McCarthy, Winston Wu, Aaron Mueller, Bill Watson, David Yarowsky. 2241-2250 [doi]
• Negative Focus Detection via Contextual Attention MechanismLongxiang Shen, Bowei Zou, Yu Hong, Guodong Zhou, Qiaoming Zhu, AiTi Aw. 2251-2261 [doi]
• A Unified Neural Coherence ModelHan Cheol Moon, Tasnim Mohiuddin, Shafiq R. Joty, Xu Chi. 2262-2272 [doi]
• Topic-Guided Coherence Modeling for Sentence Ordering by Preserving Global and Local InformationByungkook Oh, Seungmin Seo, Cheolheon Shin, Eunju Jo, Kyong-Ho Lee. 2273-2283 [doi]
• Neural Generative Rhetorical Structure ParsingAmandla Mabona, Laura Rimell, Stephen Clark, Andreas Vlachos. 2284-2295 [doi]
• Weak Supervision for Learning Discourse StructureSonia Badene, Kate Thompson, Jean-Pierre Lorré, Nicholas Asher. 2296-2305 [doi]
• Predicting Discourse Structure using Distant Supervision from SentimentPatrick Huber, Giuseppe Carenini. 2306-2316 [doi]
• The Myth of Double-Blind Review Revisited: ACL vs. EMNLPCornelia Caragea, Ana Sabina Uban, Liviu P. Dinu. 2317-2327 [doi]
• Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and CategorizationYingchi Liu, Quanzhi Li, Marika Cifor, Xiaozhong Liu, Qiong Zhang, Luo Si. 2328-2337 [doi]
• Identifying Predictive Causal Factors from News StreamsAnanth Balashankar, Sunandan Chakraborty, Samuel Fraiberger, Lakshminarayanan Subramanian. 2338-2348 [doi]
• Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated ContentSepideh Mesbah, Jie Yang 0028, Robert-Jan Sips, Manuel Valle Torre, Christoph Lofi, Alessandro Bozzon, Geert-Jan Houben. 2349-2359 [doi]
• Deep Reinforcement Learning-based Text Anonymization against Private-Attribute InferenceAhmadreza Mosallanezhad, Ghazaleh Beigi, Huan Liu 0001. 2360-2369 [doi]
• Tree-structured Decoding for Solving Math Word ProblemsQianying Liu, Wenyv Guan, Sujian Li, Daisuke Kawahara. 2370-2379 [doi]
• PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and TextHaitian Sun, Tania Bedrax-Weiss, William W. Cohen. 2380-2390 [doi]
• Cosmos QA: Machine Reading Comprehension with Contextual Commonsense ReasoningLifu Huang, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi. 2391-2401 [doi]
• Finding Generalizable Evidence by Learning to Convince Q&A ModelsEthan Perez, Siddharth Karamcheti, Rob Fergus, Jason Weston, Douwe Kiela, KyungHyun Cho. 2402-2411 [doi]
• Ranking and Sampling in Open-Domain Question AnsweringYanfu Xu, Zheng Lin, Yuanxin Liu, Rui Liu, Weiping Wang 0005, Dan Meng. 2412-2421 [doi]
• A Non-commutative Bilinear Model for Answering Path Queries in Knowledge GraphsKatsuhiko Hayashi, Masashi Shimbo. 2422-2430 [doi]
• Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware LossCao Liu, Kang Liu 0001, Shizhu He, Zaiqing Nie, Jun Zhao 0001. 2431-2441 [doi]
• Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge BaseTao Shen, Xiubo Geng, Tao Qin, Daya Guo, Duyu Tang, Nan Duan, Guodong Long, Daxin Jiang. 2442-2451 [doi]
• BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on NovelsYimin Jing, Deyi Xiong, Yan Zhen. 2452-2462 [doi]
• Language Models as Knowledge Bases?Fabio Petroni, Tim Rocktäschel, Sebastian Riedel 0001, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H. Miller. 2463-2473 [doi]
• NumNet: Machine Reading Comprehension with Numerical ReasoningQiu Ran, Yankai Lin, Peng Li, Jie Zhou, Zhiyuan Liu 0001. 2474-2484 [doi]
• Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual TasksHaoyang Huang, Yaobo Liang, Nan Duan, Ming Gong, Linjun Shou, Daxin Jiang, Ming Zhou 0001. 2485-2494 [doi]
• Addressing Semantic Drift in Question Generation for Semi-Supervised Question AnsweringShiyue Zhang, Mohit Bansal. 2495-2509 [doi]
• Adversarial Domain Adaptation for Machine Reading ComprehensionHuazheng Wang, Zhe Gan, Xiaodong Liu, Jingjing Liu, Jianfeng Gao, Hongning Wang. 2510-2520 [doi]
• Incorporating External Knowledge into Machine Reading for Generative Question AnsweringBin Bi, Chen Wu, Ming Yan, Wei Wang, Jiangnan Xia, Chenliang Li. 2521-2530 [doi]
• Answering questions by learning to rank - Learning to rank by answering questionsGeorge-Sebastian Pirtoaca, Traian Rebedea, Stefan Ruseti. 2531-2540 [doi]
• Discourse-Aware Semantic Self-Attention for Narrative Reading ComprehensionTodor Mihaylov, Anette Frank. 2541-2552 [doi]
• Revealing the Importance of Semantic Retrieval for Machine Reading at ScaleYixin Nie, Songhe Wang, Mohit Bansal. 2553-2566 [doi]
• PubMedQA: A Dataset for Biomedical Research Question AnsweringQiao Jin, Bhuwan Dhingra, Zhengping Liu, William W. Cohen, Xinghua Lu. 2567-2577 [doi]
• Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question AnsweringVikas Yadav, Steven Bethard, Mihai Surdeanu. 2578-2589 [doi]
• Answering Complex Open-domain Questions Through Iterative Query GenerationPeng Qi 0003, Xiaowen Lin, Leo Mehr, Zijian Wang, Christopher D. Manning. 2590-2602 [doi]
• NL2pSQL: Generating Pseudo-SQL Queries from Under-Specified Natural Language QuestionsFuxiang Chen, Seung-won Hwang, Jaegul Choo, Jung-Woo Ha, Sunghun Kim 0001. 2603-2613 [doi]
• Leveraging Frequent Query Substructures to Generate Formal Queries for Complex Question AnsweringJiwei Ding, Wei Hu 0007, Qixin Xu, Yuzhong Qu. 2614-2622 [doi]
• Incorporating Graph Attention Mechanism into Knowledge Graph Reasoning Based on Deep Reinforcement LearningHeng Wang, Shuangyin Li, Rong Pan, Mingzhi Mao. 2623-2631 [doi]
• Learning to Update Knowledge Graphs by Reading NewsJizhi Tang, Yansong Feng, Dongyan Zhao 0001. 2632-2641 [doi]
• DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph ReasoningRuiping Li, Xiang Cheng. 2642-2651 [doi]
• Original Semantics-Oriented Attention and Deep Fusion Network for Sentence MatchingMingtong Liu, Yujie Zhang, Jinan Xu, Yufeng Chen. 2652-2661 [doi]
• Representation Learning with Ordered Relation Paths for Knowledge Graph CompletionYao Zhu, Hongzhi Liu, Zhonghai Wu, Yang Song, Tao Zhang. 2662-2671 [doi]
• Collaborative Policy Learning for Open Knowledge Graph ReasoningCong Fu, Tong Chen, Meng Qu, Woojeong Jin, Xiang Ren. 2672-2681 [doi]
• Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational AutoencoderLi Du, Xiao Ding, Ting Liu 0001, Zhongyang Li. 2682-2691 [doi]
• Asynchronous Deep Interaction Network for Natural Language InferenceDi Liang, Fubao Zhang, Qi Zhang 0001, Xuanjing Huang. 2692-2700 [doi]
• Keep Calm and Switch On! Preserving Sentiment and Fluency in Semantic Text ExchangeSteven Y. Feng, Aaron W. Li, Jesse Hoey. 2701-2711 [doi]
• Query-focused Scenario ConstructionSu Wang, Greg Durrett, Katrin Erk. 2712-2722 [doi]
• Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph ModelChengjiang Li, Yixin Cao 0002, Lei Hou, Jiaxin Shi, Juanzi Li, Tat-Seng Chua. 2723-2732 [doi]
• Designing and Interpreting Probes with Control TasksJohn Hewitt, Percy Liang. 2733-2743 [doi]
• Specializing Word Embeddings (for Parsing) by Information BottleneckXiang Lisa Li, Jason Eisner. 2744-2754 [doi]
• Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers RevisitedArtur Kulmizev, Miryam de Lhoneux, Johannes Gontrum, Elena Fano, Joakim Nivre. 2755-2768 [doi]
• Semantic graph parsing with recurrent neural network DAG grammarsFederico Fancellu, Sorcha Gilroy, Adam Lopez, Mirella Lapata. 2769-2778 [doi]
• 75 Languages, 1 Model: Parsing Universal Dependencies UniversallyDaniel Kondratyuk, Milan Straka. 2779-2795 [doi]
• Interactive Language Learning by Question AnsweringXingdi Yuan, Marc-Alexandre Côté, Jie Fu, Zhouhan Lin, Chris Pal, Yoshua Bengio, Adam Trischler. 2796-2813 [doi]
• What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question AnsweringTushar Khot, Ashish Sabharwal, Peter Clark. 2814-2828 [doi]
• KagNet: Knowledge-Aware Graph Networks for Commonsense ReasoningBill Yuchen Lin, Xinyue Chen, Jamin Chen, Xiang Ren. 2829-2839 [doi]
• Learning with Limited Data for Multilingual Reading ComprehensionKyungjae Lee, Sunghyun Park, Hojae Han, Jinyoung Yeo, Seung-won Hwang, Juho Lee. 2840-2850 [doi]
• A Discrete Hard EM Approach for Weakly Supervised Question AnsweringSewon Min, Danqi Chen, Hannaneh Hajishirzi, Luke Zettlemoyer. 2851-2864 [doi]
• Is the Red Square Big? MALeViC: Modeling Adjectives Leveraging Visual ContextsSandro Pezzelle, Raquel Fernández. 2865-2876 [doi]
• Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIsAlex Warstadt, Yu Cao, Ioana Grosu, Wei Peng, Hagen Blix, Yining Nie, Anna Alsop, Shikha Bordia, Haokun Liu, Alicia Parrish, Sheng-Fu Wang, Jason Phang, Anhad Mohananey, Phu Mon Htut, Paloma Jeretic, Samuel R. Bowman. 2877-2887 [doi]
• Representation of Constituents in Neural Language Models: Coordination Phrase as a Case StudyAixiu An, Peng Qian, Ethan Wilcox, Roger Levy. 2888-2899 [doi]
• Towards Zero-shot Language ModelingEdoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen. 2900-2910 [doi]
• What Gets Echoed? Understanding the "Pointers" in Explanations of Persuasive ArgumentsDavid Atkinson, Kumar Bhargav Srinivasan, Chenhao Tan. 2911-2921 [doi]
• Modeling Frames in ArgumentationYamen Ajjour, Milad Alshomary, Henning Wachsmuth, Benno Stein 0001. 2922-2932 [doi]
• AMPERSAND: Argument Mining for PERSuAsive oNline DiscussionsTuhin Chakrabarty, Christopher Hidey, Smaranda Muresan, Kathy McKeown, Alyssa Hwang. 2933-2943 [doi]
• Evaluating adversarial attacks against multiple fact verification systemsJames Thorne, Andreas Vlachos, Christos Christodoulopoulos, Arpit Mittal. 2944-2953 [doi]
• Nonsense!: Quality Control via Two-Step Reason Selection for Annotating Local Acceptability and Related Attributes in News EditorialsWonsuk Yang, Seungwon Yoon, Ada Carpenter, Jong Park. 2954-2963 [doi]
• Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test SuitePrathyusha Jwalapuram, Shafiq R. Joty, Irina P. Temnikova, Preslav Nakov. 2964-2973 [doi]
• A Regularization Approach for Incorporating Event Knowledge and Coreference Relations into Neural Discourse ParsingZeyu Dai, Ruihong Huang. 2974-2985 [doi]
• Weakly Supervised Multilingual Causality Extraction from WikipediaChikara Hashimoto. 2986-2997 [doi]
• Attribute-aware Sequence Network for Review SummarizationJunjie Li, Xuepeng Wang, Dawei Yin, Chengqing Zong. 2998-3008 [doi]
• Extractive Summarization of Long Documents by Combining Global and Local ContextWen Xiao, Giuseppe Carenini. 3009-3019 [doi]
• Enhancing Neural Data-To-Text Generation Models with External Background KnowledgeShuang Chen, Jinpeng Wang, Xiaocheng Feng, Feng Jiang, Bing Qin 0001, Chin-Yew Lin. 3020-3030 [doi]
• Reading Like HER: Human Reading Inspired Extractive SummarizationLing Luo, Xiang Ao, Yan Song, Feiyang Pan, Min Yang, Qing He. 3031-3041 [doi]
• Contrastive Attention Mechanism for Abstractive Sentence SummarizationXiangyu Duan, Hongfei Yu, Mingming Yin, Min Zhang, Weihua Luo, Yue Zhang. 3042-3051 [doi]
• NCLS: Neural Cross-Lingual SummarizationJunnan Zhu, Qian Wang, Yining Wang, Yu Zhou 0001, Jiajun Zhang, Shaonan Wang, Chengqing Zong. 3052-3062 [doi]
• Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement LearningPeng Xu, Chien-Sheng Wu, Andrea Madotto, Pascale Fung. 3063-3073 [doi]
• Concept Pointer Network for Abstractive SummarizationWenbo Wang, Yang Gao 0016, Heyan Huang, Yuxiang Zhou. 3074-3083 [doi]
• Surface Realisation Using Full DelexicalisationAnastasia Shimorina, Claire Gardent. 3084-3094 [doi]
• IMaT: Unsupervised Text Attribute Transfer via Iterative Matching and TranslationZhijing Jin, Di Jin, Jonas Mueller, Nicholas Matthews, Enrico Santus. 3095-3107 [doi]
• Better Rewards Yield Better Summaries: Learning to Summarise Without ReferencesFlorian Böhm, Yang Gao 0023, Christian M. Meyer, Ori Shapira, Ido Dagan, Iryna Gurevych. 3108-3118 [doi]
• Mixture Content Selection for Diverse Sequence GenerationJaemin Cho, Min Joon Seo, Hannaneh Hajishirzi. 3119-3129 [doi]
• An End-to-End Generative Architecture for Paraphrase GenerationQian Yang, Zhouyuan Huo, Dinghan Shen, Yong Cheng, Wenlin Wang, Guoyin Wang, Lawrence Carin. 3130-3140 [doi]
• Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time)Heng Gong, Xiaocheng Feng, Bing Qin 0001, Ting Liu 0001. 3141-3150 [doi]
• Subtopic-driven Multi-Document SummarizationXin Zheng, Aixin Sun, Jing Li, Karthik Muthuswamy. 3151-3160 [doi]
• Referring Expression Generation Using Entity ProfilesMeng Cao, Jackie Chi Kit Cheung. 3161-3170 [doi]
• Exploring Diverse Expressions for Paraphrase GenerationLihua Qian, Lin Qiu, Weinan Zhang 0001, Xin Jiang, Yong Yu 0001. 3171-3180 [doi]
• Enhancing AMR-to-Text Generation with Dual Graph RepresentationsLeonardo F. R. Ribeiro, Claire Gardent, Iryna Gurevych. 3181-3192 [doi]
• Keeping Consistency of Sentence Generation and Document Classification with Multi-Task LearningToru Nishino, Shotaro Misawa, Ryuji Kano, Tomoki Taniguchi, Yasuhide Miura, Tomoko Ohkuma. 3193-3203 [doi]
• Toward a Task of Feedback Comment Generation for Writing LearningRyo Nagata. 3204-3213 [doi]
• Improving Question Generation With to the Point ContextJingjing Li, YiFan Gao, Lidong Bing, Irwin King, Michael R. Lyu. 3214-3224 [doi]
• Deep Copycat Networks for Text-to-Text GenerationJulia Ive, Pranava Madhyastha, Lucia Specia. 3225-3234 [doi]
• Towards Controllable and Personalized Review GenerationPan Li 0008, Alexander Tuzhilin. 3235-3243 [doi]
• Answers Unite! Unsupervised Metrics for Reinforced Summarization ModelsThomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano. 3244-3254 [doi]
• Long and Diverse Text Generation with Planning-based Hierarchical Variational ModelZhihong Shao, Minlie Huang, Jiangtao Wen, Wenfei Xu, Xiaoyan Zhu 0001. 3255-3266 [doi]
• "Transforming" Delete, Retrieve, Generate Approach for Controlled Text Style TransferAkhilesh Sudhakar, Bhargav Upadhyay, Arjun Maheswaran. 3267-3277 [doi]
• An Entity-Driven Framework for Abstractive SummarizationEva Sharma, Luyang Huang, Zhe Hu, Lu Wang 0008. 3278-3289 [doi]
• Neural Extractive Text Summarization with Syntactic CompressionJiacheng Xu, Greg Durrett. 3290-3301 [doi]
• Domain Adaptive Text Style TransferDianqi Li, Yizhe Zhang, Zhe Gan, Yu Cheng, Chris Brockett, Bill Dolan, Ming-Ting Sun. 3302-3311 [doi]
• Let's Ask Again: Refine Network for Automatic Question GenerationPreksha Nema, Akash Kumar Mohankumar, Mitesh M. Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran. 3312-3321 [doi]
• Earlier Isn't Always Better: Sub-aspect Analysis on Corpus and System Biases in SummarizationTaehee Jung, Dongyeop Kang, Lucas Mentch, Eduard H. Hovy. 3322-3333 [doi]
• Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary InductionYova Kementchedjhieva, Mareike Hartmann, Anders Søgaard. 3334-3339 [doi]
• Towards Realistic Practices In Low-Resource Natural Language Processing: The Development SetKatharina Kann, KyungHyun Cho, Samuel R. Bowman. 3340-3347 [doi]
• Synchronously Generating Two Languages with Interactive DecodingYining Wang, Jiajun Zhang, Long Zhou, Yuchen Liu, Chengqing Zong. 3348-3353 [doi]
• On NMT Search Errors and Model Errors: Cat Got Your Tongue?Felix Stahlberg, Bill Byrne. 3354-3360 [doi]
• "Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense UnderstandingBen Zhou, Daniel Khashabi, Qiang Ning, Dan Roth. 3361-3367 [doi]
• QAInfomax: Learning Robust Question Answering System by Mutual Information MaximizationYi-Ting Yeh, Yun-Nung Chen. 3368-3373 [doi]
• Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot RelationsXin Lv, Yuxian Gu, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu 0001. 3374-3379 [doi]
• How Reasonable are Common-Sense Reasoning Tasks: A Case-Study on the Winograd Schema Challenge and SWAGPaul Trichelair, Ali Emami, Adam Trischler, Kaheer Suleman, Jackie Chi Kit Cheung. 3380-3385 [doi]
• Pun-GAN: Generative Adversarial Network for Pun GenerationFuli Luo, Shunyao Li, Pengcheng Yang, Lei Li, Baobao Chang, Zhifang Sui, Xu Sun 0001. 3386-3391 [doi]
• Multi-Task Learning with Language Modeling for Question GenerationWenjie Zhou, Minghua Zhang, Yunfang Wu. 3392-3397 [doi]
• Autoregressive Text Generation Beyond Feedback LoopsFlorian Schmidt, Stephan Mandt, Thomas Hofmann. 3398-3404 [doi]
• The Woman Worked as a Babysitter: On Biases in Language GenerationEmily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng. 3405-3410 [doi]
• On the Importance of Delexicalization for Fact VerificationSandeep Suntwal, Mithun Paul, Rebecca Sharp, Mihai Surdeanu. 3411-3416 [doi]
• Towards Debiasing Fact Verification ModelsTal Schuster, Darsh J. Shah, Yun Jie Serene Yeo, Daniel Filizzola, Enrico Santus, Regina Barzilay. 3417-3423 [doi]
• Recognizing Conflict Opinions in Aspect-level Sentiment Classification with Dual Attention NetworksXingwei Tan, Yi Cai, Changxi Zhu. 3424-3429 [doi]
• Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment AnalysisJin Wang 0008, Liang-Chih Yu, K. Robert Lai, Xuejie Zhang. 3430-3435 [doi]
• A Label Informative Wide & Deep Classifier for Patents and PapersMuyao Niu, Jie Cai. 3436-3441 [doi]
• Text Level Graph Neural Network for Text ClassificationLianzhe Huang, Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang. 3442-3448 [doi]
• Semantic Relatedness Based Re-ranker for Text SpottingAhmed Sabir, Francesc Moreno, Lluís Padró. 3449-3455 [doi]
• Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word EmbeddingsHwiyeol Jo, Ceyda Cinarel. 3456-3461 [doi]
• Visual Detection with Context for Document Layout AnalysisCarlos Soto, Shinjae Yoo. 3462-3468 [doi]
• Evaluating Topic Quality with Posterior VariabilityLinzi Xing, Michael J. Paul, Giuseppe Carenini. 3469-3475 [doi]
• Neural Topic Model with Reinforcement LearningLin Gui 0003, Jia Leng, Gabriele Pergola, Yu Zhou, Ruifeng Xu, Yulan He. 3476-3481 [doi]
• Modelling Stopping Criteria for Search Results using Poisson ProcessesAlison Sneyd, Mark Stevenson. 3482-3487 [doi]
• Cross-Domain Modeling of Sentence-Level Evidence for Document RetrievalZeynep Akkalyoncu Yilmaz, Wei Yang, Haotian Zhang, Jimmy Lin. 3488-3494 [doi]
• The Challenges of Optimizing Machine Translation for Low Resource Cross-Language Information RetrievalConstantine Lignos, Daniel Cohen, Yen-Chieh Lien, Pratik Mehta, W. Bruce Croft, Scott Miller. 3495-3500 [doi]
• Rotate King to get Queen: Word Relationships as Orthogonal Transformations in Embedding SpaceKawin Ethayarajh. 3501-3506 [doi]
• GlossBERT: BERT for Word Sense Disambiguation with Gloss KnowledgeLuyao Huang, Chi Sun, Xipeng Qiu, Xuanjing Huang. 3507-3512 [doi]
• Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQLHaoyan Liu, Lei Fang, Qian Liu, Bei Chen, Jian-Guang Lou, Zhoujun Li. 3513-3518 [doi]
• Bridging the Defined and the Defining: Exploiting Implicit Lexical Semantic Relations in Definition ModelingKoki Washio, Satoshi Sekine, Tsuneaki Kato. 3519-3525 [doi]
• Don't Just Scratch the Surface: Enhancing Word Representations for Korean with HanjaKang Min Yoo, Taeuk Kim, Sang-goo Lee. 3526-3531 [doi]
• SyntagNet: Challenging Supervised Word Sense Disambiguation with Lexical-Semantic CombinationsMarco Maru, Federico Scozzafava, Federico Martelli, Roberto Navigli. 3532-3538 [doi]
• Hierarchical Meta-Embeddings for Code-Switching Named Entity RecognitionGenta Indra Winata, Zhaojiang Lin, Jamin Shin, Zihan Liu, Pascale Fung. 3539-3545 [doi]
• Fine-tune BERT with Sparse Self-Attention MechanismBaiyun Cui, Yingming Li, Ming Chen, Zhongfei Zhang. 3546-3551 [doi]
• Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy LabelsLukas Lange, Michael A. Hedderich, Dietrich Klakow. 3552-3557 [doi]
• A Multi-Pairwise Extension of Procrustes Analysis for Multilingual Word TranslationHagai Taitelbaum, Gal Chechik, Jacob Goldberger. 3558-3563 [doi]
• Out-of-Domain Detection for Low-Resource Text Classification TasksMing Tan, Yang Yu, Haoyu Wang, Dakuo Wang, Saloni Potdar, Shiyu Chang, Mo Yu. 3564-3570 [doi]
• Harnessing Pre-Trained Neural Networks with Rules for Formality Style TransferYunli Wang, Yu Wu, Lili Mou, Zhoujun Li, WenHan Chao. 3571-3576 [doi]
• Multiple Text Style Transfer by using Word-level Conditional Generative Adversarial Network with Two-Phase TrainingChih-Te Lai, Yi-Te Hong, Hong-You Chen, Chi-Jen Lu, Shou-de Lin. 3577-3582 [doi]
• Improved Differentiable Architecture Search for Language Modeling and Named Entity RecognitionYufan Jiang, Chi Hu, Tong Xiao, Chunliang Zhang, Jingbo Zhu. 3583-3588 [doi]
• Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale DatasetsEsma Balkir, Masha Naslidnyk, Dave Palfrey, Arpit Mittal. 3589-3594 [doi]
• Single Training Dimension Selection for Word Embedding with PCAYu Wang. 3595-3600 [doi]
• A Surprisingly Effective Fix for Deep Latent Variable Modeling of TextBohan Li, Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick, Yiming Yang. 3601-3612 [doi]
• SciBERT: A Pretrained Language Model for Scientific TextIz Beltagy, Kyle Lo, Arman Cohan. 3613-3618 [doi]
• Humor Detection: A Transformer Gets the Last LaughOrion Weller, Kevin D. Seppi. 3619-3623 [doi]
• Combining Global Sparse Gradients with Local Gradients in Distributed Neural Network TrainingAlham Fikri Aji, Kenneth Heafield, Nikolay Bogoychev. 3624-3629 [doi]
• Small and Practical BERT Models for Sequence LabelingHenry Tsai, Jason Riesa, Melvin Johnson, Naveen Arivazhagan, Xin Li, Amelia Archer. 3630-3634 [doi]
• Data Augmentation with Atomic Templates for Spoken Language UnderstandingZijian Zhao, Su Zhu, Kai Yu 0004. 3635-3641 [doi]
• PaLM: A Hybrid Parser and Language ModelHao Peng, Roy Schwartz, Noah A. Smith. 3642-3649 [doi]
• A Pilot Study for Chinese SQL Semantic ParsingQingkai Min, Yuefeng Shi, Yue Zhang. 3650-3656 [doi]
• Global Reasoning over Database Structures for Text-to-SQL ParsingBen Bogin, Matt Gardner 0001, Jonathan Berant. 3657-3662 [doi]
• Transductive Learning of Neural Language Models for Syntactic and Semantic AnalysisHiroki Ouchi, Jun Suzuki, Kentaro Inui. 3663-3669 [doi]
• Efficient Sentence Embedding using Discrete Cosine TransformNada AlMarwani, Hanan Aldarmaki, Mona T. Diab. 3670-3676 [doi]
• A Search-based Neural Model for Biomedical Nested and Overlapping Event DetectionKurt Junshean Espinosa, Makoto Miwa, Sophia Ananiadou. 3677-3684 [doi]
• PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase IdentificationYinfei Yang, Yuan Zhang, Chris Tar, Jason Baldridge. 3685-3690 [doi]
• Pretrained Language Models for Sequential Sentence ClassificationArman Cohan, Iz Beltagy, Daniel King, Bhavana Dalvi, Daniel S. Weld. 3691-3697 [doi]
• Emergent Linguistic Phenomena in Multi-Agent Communication GamesLaura Graesser, KyungHyun Cho, Douwe Kiela. 3698-3708 [doi]
• TalkDown: A Corpus for Condescension Detection in ContextZijian Wang, Christopher Potts. 3709-3717 [doi]
• Summary Cloze: A New Task for Content Selection in Topic-Focused SummarizationDaniel Deutsch, Dan Roth. 3718-3727 [doi]
• Text Summarization with Pretrained EncodersYang Liu 0124, Mirella Lapata. 3728-3738 [doi]
• How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype EditingShen Gao, Xiuying Chen, Piji Li, Zhangming Chan, Dongyan Zhao 0001, Rui Yan 0001. 3739-3749 [doi]
• BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck PrinciplePeter West, Ari Holtzman, Jan Buys, Yejin Choi. 3750-3759 [doi]
• Improving Latent Alignment in Text Summarization by Generalizing the Pointer GeneratorXiaoyu Shen 0001, Yang Zhao, Hui Su, Dietrich Klakow. 3760-3771 [doi]
• Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract ProgramsBailin Wang, Ivan Titov, Mirella Lapata. 3772-3783 [doi]
• Broad-Coverage Semantic Parsing as TransductionSheng Zhang 0012, Xutai Ma, Kevin Duh, Benjamin Van Durme. 3784-3796 [doi]
• Core Semantic First: A Top-down Approach for AMR ParsingDeng Cai, Wai Lam. 3797-3807 [doi]
• Don't paraphrase, detect! Rapid and Effective Data Collection for Semantic ParsingJonathan Herzig, Jonathan Berant. 3808-3818 [doi]
• Improving Distantly-Supervised Relation Extraction with Joint Label EmbeddingLinmei Hu, Luhao Zhang, Chuan Shi, Liqiang Nie, Weili Guan, Cheng Yang. 3819-3827 [doi]
• Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph NetworkDianbo Sui, Yubo Chen 0001, Kang Liu 0001, Jun Zhao 0001, Shengping Liu. 3828-3838 [doi]
• Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation ExtractionQinyuan Ye, Liyuan Liu, Maosen Zhang, Xiang Ren. 3839-3848 [doi]
• Easy First Relation Extraction with Information RedundancyShuai Ma 0001, Gang Wang, Yansong Feng, Jinpeng Huai. 3849-3859 [doi]
• Dependency-Guided LSTM-CRF for Named Entity RecognitionZhanming Jie, Wei Lu 0011. 3860-3870 [doi]
• Cross-Cultural Transfer Learning for Text ClassificationDor Ringel, Gal Lavee, Ido Guy, Kira Radinsky. 3871-3881 [doi]
• Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text ClassificationOren Melamud, Mihaela A. Bornea, Ken Barker. 3882-3891 [doi]
• ProSeqo: Projection Sequence Networks for On-Device Text ClassificationZornitsa Kozareva, Sujith Ravi. 3892-3901 [doi]
• Induction Networks for Few-Shot Text ClassificationRuiying Geng, Binhua Li, Yongbin Li, Xiaodan Zhu, Ping Jian, Jian Sun. 3902-3911 [doi]
• Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment ApproachWenpeng Yin 0001, Jamaal Hay, Dan Roth. 3912-3921 [doi]
• A Logic-Driven Framework for Consistency of Neural ModelsTao Li, Vivek Gupta 0001, Maitrey Mehta, Vivek Srikumar. 3922-3933 [doi]
• Style Transfer for Texts: Retrain, Report Errors, Compare with RewritesAlexey Tikhonov, Viacheslav Shibaev, Aleksander Nagaev, Aigul Nugmanova, Ivan P. Yamshchikov. 3934-3943 [doi]
• Implicit Deep Latent Variable Models for Text GenerationLe Fang, Chunyuan Li, Jianfeng Gao, Wen Dong 0001, Changyou Chen. 3944-3954 [doi]
• Text Emotion Distribution Learning from Small Sample: A Meta-Learning ApproachZhenjie Zhao, Xiaojuan Ma. 3955-3965 [doi]
• Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review GenerationCristina Garbacea, Samuel Carton, Shiyan Yan, Qiaozhu Mei. 3966-3979 [doi]
• Sentence-BERT: Sentence Embeddings using Siamese BERT-NetworksNils Reimers, Iryna Gurevych. 3980-3990 [doi]
• Learning Only from Relevant Keywords and Unlabeled DocumentsNontawat Charoenphakdee, Jongyeong Lee, Yiping Jin, Dittaya Wanvarie, Masashi Sugiyama. 3991-4000 [doi]
• Denoising based Sequence-to-Sequence Pre-training for Text GenerationLiang Wang, Wei Zhao, Ruoyu Jia, Sujian Li, Jingming Liu. 4001-4013 [doi]
• Dialog Intent Induction with Deep Multi-View ClusteringHugh Perkins, Yi Yang. 4014-4023 [doi]
• Nearly-Unsupervised Hashcode Representations for Biomedical Relation ExtractionSahil Garg, Aram Galstyan, Greg Ver Steeg, Guillermo A. Cecchi. 4024-4034 [doi]
• Auditing Deep Learning processes through Kernel-based Explanatory ModelsDanilo Croce, Daniele Rossini, Roberto Basili 0001. 4035-4044 [doi]
• Enhancing Variational Autoencoders with Mutual Information Neural Estimation for Text GenerationDong Qian, William K. Cheung. 4045-4055 [doi]
• Sampling Bias in Deep Active Classification: An Empirical StudyAmeya Prabhu, Charles Dognin, Maneesh Singh. 4056-4066 [doi]
• Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset BiasesChristopher Clark, Mark Yatskar, Luke Zettlemoyer. 4067-4080 [doi]
• Achieving Verified Robustness to Symbol Substitutions via Interval Bound PropagationPo-Sen Huang, Robert Stanforth, Johannes Welbl, Chris Dyer, Dani Yogatama, Sven Gowal, Krishnamurthy Dvijotham, Pushmeet Kohli. 4081-4091 [doi]
• Rethinking Cooperative Rationalization: Introspective Extraction and Complement ControlMo Yu, Shiyu Chang, Yang Zhang, Tommi S. Jaakkola. 4092-4101 [doi]
• Experimenting with Power Divergences for Language ModelingMatthieu Labeau, Shay B. Cohen. 4102-4112 [doi]
• Hierarchically-Refined Label Attention Network for Sequence LabelingLeyang Cui, Yue Zhang. 4113-4126 [doi]
• Certified Robustness to Adversarial Word SubstitutionsRobin Jia, Aditi Raghunathan, Kerem Göksel, Percy Liang. 4127-4140 [doi]
• Visualizing and Understanding the Effectiveness of BERTYaru Hao, Li Dong 0004, Furu Wei, Ke Xu 0001. 4141-4150 [doi]
• Topics to Avoid: Demoting Latent Confounds in Text ClassificationSachin Kumar, Shuly Wintner, Noah A. Smith, Yulia Tsvetkov. 4151-4161 [doi]
• Learning to Ask for Conversational Machine LearningShashank Srivastava, Igor Labutov, Tom M. Mitchell. 4162-4172 [doi]
• Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative TrainingHila Gonen, Yoav Goldberg. 4173-4183 [doi]
• Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document InputsAngela Fan, Claire Gardent, Chloé Braud, Antoine Bordes. 4184-4194 [doi]
• Fine-grained Knowledge Fusion for Sequence Labeling Domain AdaptationHuiyun Yang, Shujian Huang, Xin-Yu Dai, Jiajun Chen. 4195-4204 [doi]
• Exploiting Monolingual Data at Scale for Neural Machine TranslationLijun Wu, Yiren Wang, Yingce Xia, Tao Qin, Jianhuang Lai, Tie-Yan Liu. 4205-4215 [doi]
• Meta Relational Learning for Few-Shot Link Prediction in Knowledge GraphsMingyang Chen, Wen Zhang, Wei Zhang, Qiang Chen, Huajun Chen. 4216-4225 [doi]
• Distributionally Robust Language ModelingYonatan Oren, Shiori Sagawa, Tatsunori B. Hashimoto, Percy Liang. 4226-4236 [doi]
• Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence LabelingXiaochuang Han, Jacob Eisenstein. 4237-4247 [doi]
• Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial CrowdsJohn P. Lalor, Hao Wu, Hong Yu. 4248-4258 [doi]
• Parallel Iterative Edit Models for Local Sequence TransductionAbhijeet Awasthi, Sunita Sarawagi, Rasna Goyal, Sabyasachi Ghosh, Vihari Piratla. 4259-4269 [doi]
• ARAML: A Stable Adversarial Training Framework for Text GenerationPei Ke, Fei Huang, Minlie Huang, Xiaoyan Zhu 0001. 4270-4280 [doi]
• FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative FlowXuezhe Ma, Chunting Zhou, Xian Li, Graham Neubig, Eduard H. Hovy. 4281-4291 [doi]
• Compositional Generalization for Primitive SubstitutionsYuanpeng Li, Liang Zhao, Jianyu Wang, Joel Hestness. 4292-4301 [doi]
• WikiCREM: A Large Unsupervised Corpus for Coreference ResolutionVid Kocijan, Oana-Maria Camburu, Ana-Maria Cretu, Yordan Yordanov, Phil Blunsom, Thomas Lukasiewicz. 4302-4311 [doi]
• Identifying and Explaining Discriminative AttributesArmins Stepanjans, André Freitas. 4312-4321 [doi]
• Patient Knowledge Distillation for BERT Model CompressionSiqi Sun, Yu Cheng, Zhe Gan, Jingjing Liu. 4322-4331 [doi]
• Neural Gaussian Copula for Variational AutoencoderPrince Zizhuang Wang, William Yang Wang. 4332-4342 [doi]
• Transformer Dissection: An Unified Understanding for Transformer's Attention via the Lens of KernelYao-Hung Hubert Tsai, Shaojie Bai, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov. 4343-4352 [doi]
• Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label ClassificationJiawei Wu, Wenhan Xiong, William Yang Wang. 4353-4363 [doi]
• Revealing the Dark Secrets of BERTOlga Kovaleva, Alexey Romanov, Anna Rogers, Anna Rumshisky. 4364-4373 [doi]
• Machine Translation With Weakly Paired DocumentsLijun Wu, Jinhua Zhu, Di He, Fei Gao, Tao Qin, Jianhuang Lai, Tie-Yan Liu. 4374-4383 [doi]
• Countering Language Drift via Visual GroundingJason Lee, KyungHyun Cho, Douwe Kiela. 4384-4394 [doi]
• The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling ObjectivesElena Voita, Rico Sennrich, Ivan Titov. 4395-4405 [doi]
• Do We Really Need Fully Unsupervised Cross-Lingual Embeddings?Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen. 4406-4417 [doi]
• Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word EmbeddingsHaozhou Wang, James Henderson, Paola Merlo. 4418-4429 [doi]
• Aligning Cross-Lingual Entities with Multi-Aspect InformationHsiu-Wei Yang, Yanyan Zou, Peng Shi, Wei Lu 0011, Jimmy Lin, Xu Sun 0001. 4430-4440 [doi]
• Contrastive Language Adaptation for Cross-Lingual Stance DetectionMitra Mohtarami, James R. Glass, Preslav Nakov. 4441-4451 [doi]
• Jointly Learning to Align and Translate with Transformer ModelsSarthak Garg, Stephan Peitz, Udhyakumar Nallasamy, Matthias Paulik. 4452-4461 [doi]
• Social IQa: Commonsense Reasoning about Social InteractionsMaarten Sap, Hannah Rashkin, Derek Chen, Ronan Le Bras, Yejin Choi. 4462-4472 [doi]
• Self-Assembling Modular Networks for Interpretable Multi-Hop ReasoningYichen Jiang, Mohit Bansal. 4473-4483 [doi]
• Posing Fair Generalization Tasks for Natural Language InferenceAtticus Geiger, Ignacio Cases, Lauri Karttunen, Christopher Potts. 4484-4494 [doi]
• Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural TextBhavana Dalvi, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark. 4495-4504 [doi]
• CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from TextKoustuv Sinha, Shagun Sodhani, Jin Dong, Joelle Pineau, William L. Hamilton. 4505-4514 [doi]
• Taskmaster-1: Toward a Realistic and Diverse Dialog DatasetBill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, Arvind Neelakantan, Ben Goodrich, Daniel Duckworth, Semih Yavuz, Amit Dubey, Kyu-Young Kim, Andy Cedilnik. 4515-4524 [doi]
• Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue DataDenis Peskov, Nancy E. Clarke, Jason Krone, Brigi Fodor, Yi Zhang, Adel Youssef, Mona Diab. 4525-4535 [doi]
• Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human AttackEmily Dinan, Samuel Humeau, Bharath Chintagunta, Jason Weston. 4536-4545 [doi]
• GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented DialogueJun Quan, Deyi Xiong, Bonnie Webber, Changjian Hu. 4546-4556 [doi]
• Task-Oriented Conversation Generation Using Heterogeneous Memory NetworksZehao Lin, Xinjing Huang, Feng Ji, Haiqing Chen, Yin Zhang. 4557-4566 [doi]
• Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional NetworksChen Zhang, Qiuchi Li, Dawei Song 0001. 4567-4577 [doi]
• Coupling Global and Local Context for Unsupervised Aspect ExtractionMing Liao, Jing Li, Haisong Zhang, Lingzhi Wang, Xixin Wu, Kam-Fai Wong. 4578-4588 [doi]
• Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial LearningZheng Li, Xin Li, Ying Wei, Lidong Bing, Yu Zhang, Qiang Yang 0001. 4589-4599 [doi]
• CAN: Constrained Attention Networks for Multi-Aspect Sentiment AnalysisMengting Hu, Shiwan Zhao, Li Zhang, Keke Cai, Zhong Su, Renhong Cheng, Xiaowei Shen. 4600-4609 [doi]
• Leveraging Just a Few Keywords for Fine-Grained Aspect Detection Through Weakly Supervised Co-TrainingGiannis Karamanolakis, Daniel Hsu 0001, Luis Gravano. 4610-4620 [doi]
• Integrating Text and Image: Determining Multimodal Document Intent in Instagram PostsJulia Kruk, Jonah Lubin, Karan Sikka, Xiao Lin, Dan Jurafsky, Ajay Divakaran. 4621-4631 [doi]
• Neural Conversation Recommendation with Online Interaction ModelingXingshan Zeng, Jing Li, Lu Wang 0008, Kam-Fai Wong. 4632-4642 [doi]
• Different Absorption from the Same Sharing: Sifted Multi-task Learning for Fake News DetectionLianwei Wu, Yuan Rao, Haolin Jin, Ambreen Nazir, Ling Sun. 4643-4652 [doi]
• Text-based inference of moral sentiment changeJing Yi Xie, Renato Ferreira Pinto Junior, Graeme Hirst, Yang Xu. 4653-4662 [doi]
• Detecting Causal Language Use in Science FindingsBei Yu, Yingya Li, Jun Wang. 4663-4673 [doi]
• Multilingual and Multi-Aspect Hate Speech AnalysisNedjma Ousidhoum, Zizheng Lin, Hongming Zhang, Yangqiu Song, Dit-Yan Yeung. 4674-4683 [doi]
• MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of ClaimsIsabelle Augenstein, Christina Lioma, Dongsheng Wang, Lucas Chaves Lima, Casper Hansen, Christian Hansen 0004, Jakob Grue Simonsen. 4684-4696 [doi]
• A Deep Neural Information Fusion Architecture for Textual Network EmbeddingsZenan Xu, Qinliang Su, Xiaojun Quan, Weijia Zhang. 4697-4705 [doi]
• You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLPMarco Del Tredici, Diego Marcheggiani, Sabine Schulte im Walde, Raquel Fernández. 4706-4716 [doi]
• Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document AnalysisShrey Desai, Barea Sinno, Alex Rosenfeld, Junyi Jessy Li. 4717-4729 [doi]
• A Hierarchical Location Prediction Neural Network for Twitter User GeolocationBinxuan Huang, Kathleen M. Carley. 4731-4741 [doi]
• Trouble on the Horizon: Forecasting the Derailment of Online Conversations as they DevelopJonathan P. Chang, Cristian Danescu-Niculescu-Mizil. 4742-4753 [doi]
• A Benchmark Dataset for Learning to Intervene in Online Hate SpeechJing Qian, Anna Bethke, Yinyin Liu, Elizabeth M. Belding, William Yang Wang. 4754-4763 [doi]
• Detecting and Reducing Bias in a High Stakes DomainRuiqi Zhong, Yanda Chen, Desmond Patton, Charlotte Selous, Kathy McKeown. 4764-4774 [doi]
• CodeSwitch-Reddit: Exploration of Written Multilingual Discourse in Online Discussion ForumsElla Rabinovich, Masih Sultani, Suzanne Stevenson. 4775-4785 [doi]
• Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and VeracityPenghui Wei, Nan Xu, Wenji Mao. 4786-4797 [doi]
• Reconstructing Capsule Networks for Zero-shot Intent ClassificationHan Liu 0008, Xiaotong Zhang 0003, Lu Fan, Xuandi Fu, Qimai Li, Xiao-Ming Wu, Albert Y. S. Lam. 4798-4808 [doi]
• Domain Adaptation for Person-Job Fit with Transferable Deep Global Match NetworkShuqing Bian, Wayne Xin Zhao, Yang Song, Tao Zhang, Ji-Rong Wen. 4809-4819 [doi]
• Heterogeneous Graph Attention Networks for Semi-supervised Short Text ClassificationLinmei Hu, Tianchi Yang, Chuan Shi, Houye Ji, Xiaoli Li. 4820-4829 [doi]
• Comparing and Developing Tools to Measure the Readability of Domain-Specific TextsElissa M. Redmiles, Lisa Maszkiewicz, Emily Hwang, Dhruv Kuchhal, Everest Liu, Miraida Morales, Denis Peskov, Sudha Rao, Rock Stevens, Kristina Gligoric, Sean Kross, Michelle L. Mazurek, Hal Daumé III. 4830-4841 [doi]
• News2vec: News Network Embedding with Subnode InformationYe Ma, Lu Zong, Yikang Yang, Jionglong Su. 4842-4851 [doi]
• Recursive Context-Aware Lexical SimplificationSian Gooding, Ekaterina Kochmar. 4852-4862 [doi]
• Leveraging Medical Literature for Section Prediction in Electronic Health RecordsSara Rosenthal, Ken Barker, Zhicheng Liang. 4863-4872 [doi]
• Neural News Recommendation with Heterogeneous User BehaviorChuhan Wu, Fangzhao Wu, Mingxiao An, Tao Qi, Jianqiang Huang, Yongfeng Huang, Xing Xie 0001. 4873-4882 [doi]
• Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural NetworkChuhan Wu, Fangzhao Wu, Tao Qi, Suyu Ge, Yongfeng Huang, Xing Xie 0001. 4883-4892 [doi]
• Event Representation Learning Enhanced with External Commonsense KnowledgeXiao Ding, Kuo Liao, Ting Liu 0001, Zhongyang Li, Junwen Duan. 4893-4902 [doi]
• Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text ClassificationYichao Zhou, Jyun-Yu Jiang, Kai-Wei Chang, Wei Wang. 4903-4912 [doi]
• A Neural Citation Count Prediction Model based on Peer Review TextSiqing Li, Wayne Xin Zhao, Eddy Jing Yin, Ji-Rong Wen. 4913-4923 [doi]
• Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented GraphsFenia Christopoulou, Makoto Miwa, Sophia Ananiadou. 4924-4935 [doi]
• Semi-supervised Text Style Transfer: Cross Projection in Latent SpaceMingyue Shang, Piji Li, Zhenxin Fu, Lidong Bing, Dongyan Zhao 0001, Shuming Shi, Rui Yan 0001. 4936-4945 [doi]
• Question Answering for Privacy Policies: Combining Computational and Legal PerspectivesAbhilasha Ravichander, Alan W. Black, Shomir Wilson, Thomas B. Norton, Norman M. Sadeh. 4946-4957 [doi]
• Stick to the Facts: Learning towards a Fidelity-oriented E-Commerce Product Description GenerationZhangming Chan, Xiuying Chen, Yongliang Wang, Juntao Li, Zhiqiang Zhang, Kun Gai, Dongyan Zhao 0001, Rui Yan 0001. 4958-4967 [doi]
• Fine-Grained Entity Typing via Hierarchical Multi Graph Convolutional NetworksHailong Jin, Lei Hou, Juanzi Li, Tiansi Dong. 4968-4977 [doi]
• Learning to Infer Entities, Properties and their Relations from Clinical ConversationsNan Du, Mingqiu Wang, Linh Tran, Gang Lee, Izhak Shafran. 4978-4989 [doi]
• Practical Correlated Topic Modeling and Analysis via the Rectified Anchor Word AlgorithmMoontae Lee, Sungjun Cho, David Bindel, David Mimno. 4990-5000 [doi]
• Modeling the Relationship between User Comments and Edits in Document RevisionXuchao Zhang, Dheeraj Rajagopal, Michael Gamon, Sujay Kumar Jauhar, Chang-Tien Lu. 5001-5010 [doi]
• PRADO: Projection Attention Networks for Document Classification On-DeviceKarthik Krishnamoorthi, Sujith Ravi, Zornitsa Kozareva. 5011-5020 [doi]
• Subword Language Model for Query Auto-CompletionGyuwan Kim. 5021-5031 [doi]
• Enhancing Dialogue Symptom Diagnosis with Global Attention and Symptom GraphXinzhu Lin, Xiahui He, Qin Chen, Huaixiao Tou, Zhongyu Wei, Ting Chen. 5032-5041 [doi]
• Counterfactual Story Reasoning and GenerationLianhui Qin, Antoine Bosselut, Ari Holtzman, Chandra Bhagavatula, Elizabeth Clark, Yejin Choi. 5042-5052 [doi]
• Encode, Tag, Realize: High-Precision Text EditingEric Malmi, Sebastian Krause, Sascha Rothe, Daniil Mirylenka, Aliaksei Severyn. 5053-5064 [doi]
• Answer-guided and Semantic Coherent Question Generation in Open-domain ConversationWeichao Wang, Shi Feng, Daling Wang, Yifei Zhang 0003. 5065-5075 [doi]
• Read, Attend and Comment: A Deep Architecture for Automatic News Comment GenerationZe Yang, Can Xu, Wei Wu 0014, Zhoujun Li. 5076-5088 [doi]
• A Topic Augmented Text Generation Model: Joint Learning of Semantics and Structural FeaturesHongyin Tang, Miao Li, Beihong Jin. 5089-5098 [doi]
• LXMERT: Learning Cross-Modality Encoder Representations from TransformersHao Tan, Mohit Bansal. 5099-5110 [doi]
• Phrase Grounding by Soft-Label Chain Conditional Random FieldJiacheng Liu, Julia Hockenmaier. 5111-5121 [doi]
• What You See is What You Get: Visual Pronoun Coreference Resolution in DialoguesXintong Yu, Hongming Zhang, Yangqiu Song, Yan Song, Changshui Zhang. 5122-5131 [doi]
• YouMakeup: A Large-Scale Domain-Specific Multimodal Dataset for Fine-Grained Semantic ComprehensionWeiying Wang, Yongcheng Wang, Shizhe Chen, Qin Jin. 5132-5142 [doi]
• DEBUG: A Dense Bottom-Up Grounding Approach for Natural Language Video LocalizationChujie Lu, Long Chen, Chilie Tan, Xiaolin Li, Jun Xiao. 5143-5152 [doi]
• CrossWeigh: Training Named Entity Tagger from Imperfect AnnotationsZihan Wang, Jingbo Shang, Liyuan Liu, Lihao Lu, Jiacheng Liu, Jiawei Han 0001. 5153-5162 [doi]
• A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity RecognizersAditi Chaudhary, Jiateng Xie, Zaid Sheikh, Graham Neubig, Jaime G. Carbonell. 5163-5173 [doi]
• Open Domain Web Keyphrase Extraction Beyond Language ModelingLee Xiong, Chuan Hu, Chenyan Xiong, Daniel Campos, Arnold Overwijk. 5174-5183 [doi]
• TuckER: Tensor Factorization for Knowledge Graph CompletionIvana Balazevic, Carl Allen, Timothy M. Hospedales. 5184-5193 [doi]
• Human-grounded Evaluations of Explanation Methods for Text ClassificationPiyawat Lertvittayakumjorn, Francesca Toni. 5194-5204 [doi]
• A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific LiteratureHe Zhao, Zhunchen Luo, Chong Feng, Anqing Zheng, Xiaopeng Liu. 5205-5214 [doi]
• Adversarial Reprogramming of Text Classification Neural NetworksPaarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar. 5215-5224 [doi]
• Document Hashing with Mixture-Prior Generative ModelsWei Dong, Qinliang Su, Dinghan Shen, Changyou Chen. 5225-5234 [doi]
• On Efficient Retrieval of Top Similarity VectorsShulong Tan, Zhixin Zhou, Zhaozhuo Xu, Ping Li 0001. 5235-5245 [doi]
• Multiplex Word Embeddings for Selectional Preference AcquisitionHongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu. 5246-5255 [doi]
• MulCode: A Multiplicative Multi-way Model for Compressing Neural Language ModelYukun Ma, Patrick H. Chen, Cho-Jui Hsieh. 5256-5265 [doi]
• It's All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data SubstitutionRowan Hall Maudslay, Hila Gonen, Ryan Cotterell, Simone Teufel. 5266-5274 [doi]
• Examining Gender Bias in Languages with Grammatical GenderPei Zhou, Weijia Shi, Jieyu Zhao, Kuan-Hao Huang, Muhao Chen, Ryan Cotterell, Kai-Wei Chang. 5275-5283 [doi]
• Weakly Supervised Cross-lingual Semantic Relation Classification via Knowledge DistillationYogarshi Vyas, Marine Carpuat. 5284-5295 [doi]
• Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word RepresentationsChristian Hadiwinoto, Hwee Tou Ng, Wee Chung Gan. 5296-5305 [doi]
• Do NLP Models Know Numbers? Probing Numeracy in EmbeddingsEric Wallace, Yizhong Wang, Sujian Li, Sameer Singh 0001, Matt Gardner 0001. 5306-5314 [doi]
• A Split-and-Recombine Approach for Follow-up Query AnalysisQian Liu, Bei Chen, Haoyan Liu, Jian-Guang Lou, Lei Fang, Bin Zhou, Dongmei Zhang. 5315-5325 [doi]
• Text2Math: End-to-end Parsing Text into Math ExpressionsYanyan Zou, Wei Lu 0011. 5326-5336 [doi]
• Editing-Based SQL Query Generation for Cross-Domain Context-Dependent QuestionsRui Zhang 0037, Tao Yu, Heyang Er, Sungrok Shim, Eric Xue, Xi Victoria Lin, Tianze Shi, Caiming Xiong, Richard Socher, Dragomir R. Radev. 5337-5348 [doi]
• Syntax-aware Multilingual Semantic Role LabelingShexia He, Zuchao Li, Hai Zhao. 5349-5358 [doi]
• Cloze-driven Pretraining of Self-attention NetworksAlexei Baevski, Sergey Edunov, Yinhan Liu, Luke Zettlemoyer, Michael Auli. 5359-5368 [doi]
• Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity ModelingJinfeng Rao, Linqing Liu, Yi Tay, Hsiu-Wei Yang, Peng Shi, Jimmy Lin. 5369-5380 [doi]
• A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role LabelingQingrong Xia, Zhenghua Li, Min Zhang 0005. 5381-5391 [doi]
• Transfer Fine-Tuning: A BERT Case StudyYuki Arase, Jun'ichi Tsujii. 5392-5403 [doi]
• Data-Anonymous Encoding for Text-to-SQL GenerationZhen Dong, Shizhao Sun, Hongzhi Liu, Jian-Guang Lou, Dongmei Zhang. 5404-5413 [doi]
• Capturing Argument Interaction in Semantic Role Labeling with Capsule NetworksXinchi Chen, Chunchuan Lyu, Ivan Titov. 5414-5424 [doi]
• Learning Programmatic Idioms for Scalable Semantic ParsingSrinivasan Iyer, Alvin Cheung, Luke Zettlemoyer. 5425-5434 [doi]
• JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code GenerationRajas Agashe, Srinivasan Iyer, Luke Zettlemoyer. 5435-5445 [doi]
• Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case StudyZiyu Yao, Yu Su 0001, Huan Sun, Wen-tau Yih. 5446-5457 [doi]
• Modeling Graph Structure in Transformer for Better AMR-to-Text GenerationJie Zhu, Junhui Li, Muhua Zhu, Longhua Qian, Min Zhang 0005, Guodong Zhou. 5458-5467 [doi]
• Syntax-Aware Aspect Level Sentiment Classification with Graph Attention NetworksBinxuan Huang, Kathleen M. Carley. 5468-5476 [doi]
• Learning Explicit and Implicit Structures for Targeted Sentiment AnalysisHao Li, Wei Lu. 5477-5487 [doi]
• Capsule Network with Interactive Attention for Aspect-Level Sentiment ClassificationChunning Du, Haifeng Sun, Jingyu Wang, Qi Qi 0001, Jianxin Liao, Tong Xu, Ming Liu. 5488-5497 [doi]
• Emotion Detection with Neural Personal DiscriminationXiabing Zhou, Zhongqing Wang, Shoushan Li, Guodong Zhou, Min Zhang. 5498-5506 [doi]
• Specificity-Driven Cascading Approach for Unsupervised Sentiment ModificationPengcheng Yang, Junyang Lin, Jingjing Xu, Jun Xie, Qi Su, Xu Sun 0001. 5507-5516 [doi]
• LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment ClassificationJingjing Xu, Liang Zhao, Hanqi Yan, Qi Zeng, Yun Liang 0001, Xu Sun 0001. 5517-5526 [doi]
• Leveraging Structural and Semantic Correspondence for Attribute-Oriented Aspect Sentiment DiscoveryZhe Zhang, Munindar P. Singh. 5527-5537 [doi]
• From the Token to the Review: A Hierarchical Multimodal approach to Opinion MiningAlexandre Garcia 0001, Pierre Colombo, Florence d'Alché-Buc, Slim Essid, Chloé Clavel. 5538-5547 [doi]
• Shallow Domain Adaptive Embeddings for Sentiment AnalysisPrathusha K. Sarma, Yingyu Liang, William A. Sethares. 5548-5557 [doi]
• Domain-Invariant Feature Distillation for Cross-Domain Sentiment ClassificationMengting Hu, Yike Wu, Shiwan Zhao, Honglei Guo, Renhong Cheng, Zhong Su. 5558-5567 [doi]
• A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment AnalysisYunlong Liang, Fandong Meng, Jinchao Zhang, Jinan Xu, Yufeng Chen, Jie Zhou. 5568-5579 [doi]
• Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement LearningJingjing Wang, Changlong Sun, Shoushan Li, Jiancheng Wang, Luo Si, Min Zhang, Xiaozhong Liu, Guodong Zhou. 5580-5589 [doi]
• A Dataset of General-Purpose RebuttalMatan Orbach, Yonatan Bilu, Ariel Gera, Yoav Kantor, Lena Dankin, Tamar Lavee, Lili Kotlerman, Shachar Mirkin, Michal Jacovi, Ranit Aharonov, Noam Slonim. 5590-5600 [doi]
• Rethinking Attribute Representation and Injection for Sentiment ClassificationReinald Kim Amplayo. 5601-5612 [doi]
• A Knowledge Regularized Hierarchical Approach for Emotion Cause AnalysisChuang Fan, Hongyu Yan, Jiachen Du, Lin Gui 0003, Lidong Bing, Min Yang, Ruifeng Xu, Ruibin Mao. 5613-5623 [doi]
• Automatic Argument Quality Assessment - New Datasets and MethodsAssaf Toledo, Shai Gretz, Edo Cohen-Karlik, Roni Friedman, Elad Venezian, Dan Lahav, Michal Jacovi, Ranit Aharonov, Noam Slonim. 5624-5634 [doi]
• Fine-Grained Analysis of Propaganda in News ArticleGiovanni Da San Martino, Seunghak Yu, Alberto Barrón-Cedeño, Rostislav Petrov, Preslav Nakov. 5635-5645 [doi]
• Context-aware Interactive Attention for Multi-modal Sentiment and Emotion AnalysisDushyant Singh Chauhan, Md. Shad Akhtar, Asif Ekbal, Pushpak Bhattacharyya.