Abstract is missing.
- One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in DialoguesChongyang Tao, Wei Wu 0014, Can Xu, Wenpeng Hu, Dongyan Zhao 0001, Rui Yan. 1-11 [doi]
- Incremental Transformer with Deliberation Decoder for Document Grounded ConversationsZekang Li, Cheng Niu, Fandong Meng, Yang Feng, Qian Li, Jie Zhou. 12-21 [doi]
- Improving Multi-turn Dialogue Modelling with Utterance ReWriterHui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu, Cheng Niu, Jie Zhou. 22-31 [doi]
- Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical StudyChinnadhurai Sankar, Sandeep Subramanian, Chris Pal, Sarath Chandar, Yoshua Bengio. 32-37 [doi]
- Boosting Dialog Response GenerationWenchao Du, Alan W. Black. 38-43 [doi]
- Constructing Interpretive Spatio-Temporal Features for Multi-Turn Responses SelectionJunyu Lu, Chenbin Zhang, Zeying Xie, Guang Ling, Tom Chao Zhou, Zenglin Xu. 44-50 [doi]
- Semantic Parsing with Dual LearningRuisheng Cao, Su Zhu, Chen Liu, Jieyu Li, Kai Yu. 51-64 [doi]
- Semantic Expressive Capacity with Bounded MemoryAntoine Venant, Alexander Koller. 65-79 [doi]
- AMR Parsing as Sequence-to-Graph TransductionSheng Zhang 0012, Xutai Ma, Kevin Duh, Benjamin Van Durme. 80-94 [doi]
- Generating Logical Forms from Graph Representations of Text and EntitiesPeter Shaw, Philip Massey, Angelica Chen, Francesco Piccinno, Yasemin Altun. 95-106 [doi]
- Learning Compressed Sentence Representations for On-Device Text ProcessingDinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman, Xinyuan Zhang, Qian Yang, Meng Tang, Asli Çelikyilmaz, Lawrence Carin. 107-116 [doi]
- The (Non-)Utility of Structural Features in BiLSTM-based Dependency ParsersAgnieszka Falenska, Jonas Kuhn. 117-128 [doi]
- Automatic Generation of High Quality CCGbanks for Parser Domain AdaptationMasashi Yoshikawa, Hiroshi Noji, Koji Mineshima, Daisuke Bekki. 129-139 [doi]
- A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag HierarchyGenady Beryozkin, Yoel Drori, Oren Gilon, Tzvika Hartman, Idan Szpektor. 140-150 [doi]
- Massively Multilingual Transfer for NERAfshin Rahimi 0001, Yuan Li, Trevor Cohn. 151-164 [doi]
- Reliability-aware Dynamic Feature Composition for Name TaggingYing Lin, Liyuan Liu, Heng Ji, Dong Yu, Jiawei Han 0001. 165-174 [doi]
- Unsupervised Pivot Translation for Distant LanguagesYichong Leng, Xu Tan, Tao Qin, Xiang-Yang Li, Tie-Yan Liu. 175-183 [doi]
- Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding SpacesBarun Patra, Joel Ruben Antony Moniz, Sarthak Garg, Matthew R. Gormley, Graham Neubig. 184-193 [doi]
- An Effective Approach to Unsupervised Machine TranslationMikel Artetxe, Gorka Labaka, Eneko Agirre. 194-203 [doi]
- Effective Adversarial Regularization for Neural Machine TranslationMotoki Sato, Jun Suzuki, Shun Kiyono. 204-210 [doi]
- Revisiting Low-Resource Neural Machine Translation: A Case StudyRico Sennrich, Biao Zhang. 211-221 [doi]
- Domain Adaptive Inference for Neural Machine TranslationDanielle Saunders, Felix Stahlberg, Adrià de Gispert, Bill Byrne. 222-228 [doi]
- Neural Relation Extraction for Knowledge Base EnrichmentBayu Distiawan Trisedya, Gerhard Weikum, Jianzhong Qi, Rui Zhang 0003. 229-240 [doi]
- Attention Guided Graph Convolutional Networks for Relation ExtractionZhijiang Guo, Yan Zhang, Wei Lu 0011. 241-251 [doi]
- Spatial Aggregation Facilitates Discovery of Spatial TopicsAniruddha Maiti, Slobodan Vucetic. 252-262 [doi]
- Relation Embedding with Dihedral Group in Knowledge GraphCanran Xu, Ruijiang Li. 263-272 [doi]
- Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual EvaluationBenjamin Heinzerling, Michael Strube 0001. 273-291 [doi]
- Augmenting Neural Networks with First-order LogicTao Li, Vivek Srikumar. 292-302 [doi]
- Self-Regulated Interactive Sequence-to-Sequence LearningJulia Kreutzer, Stefan Riezler. 303-315 [doi]
- You Only Need Attention to Traverse TreesMahtab Ahmed, Muhammad Rifayat Samee, Robert E. Mercer. 316-322 [doi]
- Cross-Domain Generalization of Neural Constituency ParsersDaniel Fried, Nikita Kitaev, Dan Klein. 323-330 [doi]
- Adaptive Attention Span in TransformersSainbayar Sukhbaatar, Edouard Grave, Piotr Bojanowski, Armand Joulin. 331-335 [doi]
- Neural News Recommendation with Long- and Short-term User RepresentationsMingxiao An, Fangzhao Wu, Chuhan Wu, Kun Zhang, Zheng Liu, Xing Xie 0001. 336-345 [doi]
- Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial OutcomesMarina Sedinkina, Nikolas Breitkopf, Hinrich Schütze. 346-359 [doi]
- Manipulating the Difficulty of C-TestsJi Ung Lee, Erik Schwan, Christian M. Meyer. 360-370 [doi]
- Towards Unsupervised Text Classification Leveraging Experts and Word EmbeddingsZied Haj-Yahia, Adrien Sieg, Léa A. Deleris. 371-379 [doi]
- Neural Text Simplification of Clinical Letters with a Domain Specific Phrase TableMatthew Shardlow, Raheel Nawaz. 380-389 [doi]
- What You Say and How You Say It Matters: Predicting Stock Volatility Using Verbal and Vocal CuesYu Qin, Yi Yang. 390-401 [doi]
- Detecting Concealed Information in Text and SpeechShengli Hu. 402-412 [doi]
- Evidence-based TrustworthinessYi Zhang, Zachary G. Ives, Dan Roth. 413-423 [doi]
- Disentangled Representation Learning for Non-Parallel Text Style TransferVineet John, Lili Mou, Hareesh Bahuleyan, Olga Vechtomova. 424-434 [doi]
- Cross-Sentence Grammatical Error CorrectionShamil Chollampatt, Weiqi Wang, Hwee Tou Ng. 435-445 [doi]
- This Email Could Save Your Life: Introducing the Task of Email Subject Line GenerationRui Zhang, Joel R. Tetreault. 446-456 [doi]
- Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic ChangeHaim Dubossarsky, Simon Hengchen, Nina Tahmasebi, Dominik Schlechtweg. 457-470 [doi]
- Adversarial Attention Modeling for Multi-dimensional Emotion RegressionSuyang Zhu, Shoushan Li, Guodong Zhou. 471-480 [doi]
- Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective ComputingSijie Mai, Haifeng Hu 0001, Songlong Xing. 481-492 [doi]
- Modeling Financial Analysts' Decision Making via the Pragmatics and Semantics of Earnings CallsKatherine A. Keith, Amanda Stent. 493-503 [doi]
- An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment AnalysisRuidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier. 504-515 [doi]
- Decompositional Argument Mining: A General Purpose Approach for Argument Graph ConstructionDebela Gemechu, Chris Reed. 516-526 [doi]
- MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in ConversationsSoujanya Poria, Devamanyu Hazarika, Navonil Majumder, Gautam Naik, Erik Cambria, Rada Mihalcea. 527-536 [doi]
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and ClassificationMinghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li, Yiwei Lv. 537-546 [doi]
- Transfer Capsule Network for Aspect Level Sentiment ClassificationZhuang Chen, Tieyun Qian. 547-556 [doi]
- Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment AnalysisJialong Tang, Ziyao Lu, Jinsong Su, Yubin Ge, Linfeng Song, Le Sun, Jiebo Luo. 557-566 [doi]
- Classification and Clustering of Arguments with Contextualized Word EmbeddingsNils Reimers, Benjamin Schiller, Tilman Beck, Johannes Daxenberger, Christian Stab, Iryna Gurevych. 567-578 [doi]
- Sentiment Tagging with Partial Labels using Modular ArchitecturesXiao Zhang, Dan Goldwasser. 579-590 [doi]
- DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-ExtractionHuaishao Luo, Tianrui Li, Bing Liu, Junbo Zhang. 591-601 [doi]
- A Corpus for Modeling User and Language Effects in Argumentation on Online DebatingEsin Durmus, Claire Cardie. 602-607 [doi]
- Topic Tensor Network for Implicit Discourse Relation Recognition in ChineseSheng Xu, Peifeng Li, Fang Kong, Qiaoming Zhu, Guodong Zhou. 608-618 [doi]
- Learning from OmissionBill McDowell, Noah Goodman. 619-628 [doi]
- Multi-Task Learning for Coherence ModelingYoumna Farag, Helen Yannakoudakis. 629-639 [doi]
- Data Programming for Learning Discourse StructureSonia Badene, Kate Thompson, Jean-Pierre Lorré, Nicholas Asher. 640-645 [doi]
- Evaluating Discourse in Structured Text RepresentationsElisa Ferracane, Greg Durrett, Junyi Jessy Li, Katrin Erk. 646-653 [doi]
- Know What You Don't Know: Modeling a Pragmatic Speaker that Refers to Objects of Unknown CategoriesSina Zarrieß, David Schlangen. 654-659 [doi]
- End-to-end Deep Reinforcement Learning Based Coreference ResolutionHongliang Fei, Xu Li, Dingcheng Li, Ping Li 0001. 660-665 [doi]
- Implicit Discourse Relation Identification for Open-domain DialoguesMingyu Derek Ma, Kevin Bowden, JiaQi Wu, Wen Cui, Marilyn A. Walker. 666-672 [doi]
- Coreference Resolution with Entity EqualizationBen Kantor, Amir Globerson. 673-677 [doi]
- A Cross-Domain Transferable Neural Coherence ModelPeng Xu, Hamidreza Saghir, Jin Sung Kang, Teng Long, Avishek Joey Bose, Yanshuai Cao, Jackie Chi Kit Cheung. 678-687 [doi]
- MOROCO: The Moldavian and Romanian Dialectal CorpusAndrei M. Butnaru, Radu-Tudor Ionescu. 688-698 [doi]
- Just "OneSeC" for Producing Multilingual Sense-Annotated DataBianca Scarlini, Tommaso Pasini, Roberto Navigli. 699-709 [doi]
- How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some MisconceptionsGoran Glavas, Robert Litschko, Sebastian Ruder, Ivan Vulic. 710-721 [doi]
- SP-10K: A Large-scale Evaluation Set for Selectional Preference AcquisitionHongming Zhang, Hantian Ding, Yangqiu Song. 722-731 [doi]
- A Wind of Change: Detecting and Evaluating Lexical Semantic Change across Times and DomainsDominik Schlechtweg, Anna Hätty, Marco Del Tredici, Sabine Schulte im Walde. 732-746 [doi]
- Errudite: Scalable, Reproducible, and Testable Error AnalysisTongshuang Wu, Marco Túlio Ribeiro, Jeffrey Heer, Daniel Weld. 747-763 [doi]
- DocRED: A Large-Scale Document-Level Relation Extraction DatasetYuan Yao, Deming Ye, Peng Li, Xu Han, Yankai Lin, Zhenghao Liu, Zhiyuan Liu 0001, Lixin Huang, Jie Zhou, Maosong Sun. 764-777 [doi]
- ChID: A Large-scale Chinese IDiom Dataset for Cloze TestChujie Zheng, Minlie Huang, Aixin Sun. 778-787 [doi]
- Automatic Evaluation of Local Topic QualityJeffrey Lund, Piper Armstrong, Wilson Fearn, Stephen Cowley, Courtni Byun, Jordan L. Boyd-Graber, Kevin D. Seppi. 788-796 [doi]
- Crowdsourcing and Aggregating Nested Markable AnnotationsChris Madge, Juntao Yu, Jon Chamberlain, Udo Kruschwitz, Silviu Paun, Massimo Poesio. 797-807 [doi]
- Transferable Multi-Domain State Generator for Task-Oriented Dialogue SystemsChien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, Pascale Fung. 808-819 [doi]
- Multi-Task Networks with Universe, Group, and Task Feature LearningShiva Pentyala, Mengwen Liu, Markus Dreyer. 820-830 [doi]
- Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented DialogueAnusha Balakrishnan, Jinfeng Rao, Kartikeya Upasani, Michael White, Rajen Subba. 831-844 [doi]
- OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge GraphsSeungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba. 845-854 [doi]
- Coupling Retrieval and Meta-Learning for Context-Dependent Semantic ParsingDaya Guo, Duyu Tang, Nan Duan, Ming Zhou 0001, Jian Yin. 855-866 [doi]
- Knowledge-aware Pronoun Coreference ResolutionHongming Zhang, Yan Song, Yangqiu Song, Dong Yu. 867-876 [doi]
- Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language InferenceYonatan Belinkov, Adam Poliak, Stuart M. Shieber, Benjamin Van Durme, Alexander M. Rush. 877-891 [doi]
- GEAR: Graph-based Evidence Aggregating and Reasoning for Fact VerificationJie Zhou, Xu Han, Cheng Yang, Zhiyuan Liu 0001, Lifeng Wang, Changcheng Li, Maosong Sun. 892-901 [doi]
- SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language InferenceMartin Schmitt, Hinrich Schütze. 902-914 [doi]
- Extracting Symptoms and their Status from Clinical ConversationsNan Du, Kai Chen 0010, Anjuli Kannan, Linh Tran, Yuhui Chen, Izhak Shafran. 915-925 [doi]
- What Makes a Good Counselor? Learning to Distinguish between High-quality and Low-quality Counseling ConversationsVerónica Pérez-Rosas, Xinyi Wu, Kenneth Resnicow, Rada Mihalcea. 926-935 [doi]
- Finding Your Voice: The Linguistic Development of Mental Health CounselorsJustine Zhang, Robert Filbin, Christine Morrison, Jaclyn Weiser, Cristian Danescu-Niculescu-Mizil. 946-947 [doi]
- Towards Automating Healthcare Question Answering in a Noisy Multilingual Low-Resource SettingJeanne E. Daniel, Willie Brink, Ryan Eloff, Charles Copley. 948-953 [doi]
- Joint Entity Extraction and Assertion Detection for Clinical TextParminder Bhatia, Busra Celikkaya, Mohammed Khalilia. 954-959 [doi]
- HEAD-QA: A Healthcare Dataset for Complex ReasoningDavid Vilares, Carlos Gómez-Rodríguez. 960-966 [doi]
- Are You Convinced? Choosing the More Convincing Evidence with a Siamese NetworkMartin Gleize, Eyal Shnarch, Leshem Choshen, Lena Dankin, Guy Moshkowich, Ranit Aharonov, Noam Slonim. 967-976 [doi]
- From Surrogacy to Adoption; From Bitcoin to Cryptocurrency: Debate Topic ExpansionRoy Bar-Haim, Dalia Krieger, Orith Toledo-Ronen, Lilach Edelstein, Yonatan Bilu, Alon Halfon, Yoav Katz, Amir Menczel, Ranit Aharonov, Noam Slonim. 977-990 [doi]
- Multimodal and Multi-view Models for Emotion RecognitionGustavo Aguilar, Viktor Rozgic, Weiran Wang, Chao Wang. 991-1002 [doi]
- Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in TextsRui Xia, Zixiang Ding. 1003-1012 [doi]
- Argument Invention from First PrinciplesYonatan Bilu, Ariel Gera, Daniel Hershcovich, Benjamin Sznajder, Dan Lahav, Guy Moshkowich, Anael Malet, Assaf Gavron, Noam Slonim. 1013-1026 [doi]
- Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document SummarizationSangwoo Cho, Logan Lebanoff, Hassan Foroosh, Fei Liu 0004. 1027-1038 [doi]
- Global Optimization under Length Constraint for Neural Text SummarizationTakuya Makino, Tomoya Iwakura, Hiroya Takamura, Manabu Okumura. 1039-1048 [doi]
- Searching for Effective Neural Extractive Summarization: What Works and What's NextMing Zhong, Pengfei Liu, Danqing Wang, Xipeng Qiu, Xuanjing Huang. 1049-1058 [doi]
- A Simple Theoretical Model of Importance for SummarizationMaxime Peyrard. 1059-1073 [doi]
- Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical ModelAlexander Richard Fabbri, Irene Li, Tianwei She, Suyi Li, Dragomir R. Radev. 1074-1084 [doi]
- Generating Natural Language Adversarial Examples through Probability Weighted Word SaliencyShuhuai Ren, Yihe Deng, Kun He 0001, Wanxiang Che. 1085-1097 [doi]
- Heuristic Authorship ObfuscationJanek Bevendorff, Martin Potthast, Matthias Hagen, Benno Stein. 1098-1108 [doi]
- Text Categorization by Learning Predominant Sense of Words as Auxiliary TaskKazuya Shimura, Jiyi Li, Fumiyo Fukumoto. 1109-1119 [doi]
- DeepSentiPeer: Harnessing Sentiment in Review Texts to Recommend Peer Review DecisionsTirthankar Ghosal, Rajeev Verma, Asif Ekbal, Pushpak Bhattacharyya. 1120-1130 [doi]
- Gated Embeddings in End-to-End Speech Recognition for Conversational-Context FusionSuyoun Kim, Siddharth Dalmia, Florian Metze. 1131-1141 [doi]
- Figurative Usage Detection of Symptom Words to Improve Personal Health Mention DetectionAdith Iyer, Aditya Joshi, Sarvnaz Karimi, Ross Sparks, Cécile Paris. 1142-1147 [doi]
- Complex Word Identification as a Sequence Labelling TaskSian Gooding, Ekaterina Kochmar. 1148-1153 [doi]
- Neural News Recommendation with Topic-Aware News RepresentationChuhan Wu, Fangzhao Wu, Mingxiao An, Yongfeng Huang, Xing Xie. 1154-1159 [doi]
- Poetry to Prose Conversion in Sanskrit as a Linearisation Task: A Case for Low-Resource LanguagesAmrith Krishna, Vishnu Dutt Sharma, Bishal Santra, Aishik Chakraborty, Pavankumar Satuluri, Pawan Goyal. 1160-1166 [doi]
- Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label DistributionsAmirreza Shirani, Franck Dernoncourt, Paul Asente, Nedim Lipka, Seokhwan Kim, Jose Echevarria, Thamar Solorio. 1167-1172 [doi]
- Rumor Detection by Exploiting User Credibility Information, Attention and Multi-task LearningQuanzhi Li, Qiong Zhang, Luo Si. 1173-1179 [doi]
- Context-specific Language Modeling for Human Trafficking Detection from Online AdvertisementsSaeideh Shahrokh Esfahani, Michael J. Cafarella, Maziyar Baran Pouyan, Gregory J. DeAngelo, Elena Eneva, Andy E. Fano. 1180-1184 [doi]
- Self-Attentional Models for Lattice InputsMatthias Sperber, Graham Neubig, Ngoc-Quan Pham, Alex Waibel. 1185-1197 [doi]
- When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical CohesionElena Voita, Rico Sennrich, Ivan Titov. 1198-1212 [doi]
- A Compact and Language-Sensitive Multilingual Translation MethodYining Wang, Long Zhou, Jiajun Zhang, Feifei Zhai, Jingfang Xu, Chengqing Zong. 1213-1223 [doi]
- Unsupervised Parallel Sentence Extraction with Parallel Segment Detection Helps Machine TranslationViktor Hangya, Alexander M. Fraser. 1224-1234 [doi]
- Unsupervised Bilingual Word Embedding Agreement for Unsupervised Neural Machine TranslationHaipeng Sun, Rui Wang 0015, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao. 1235-1245 [doi]
- Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared VocabulariesYunsu Kim, Yingbo Gao, Hermann Ney. 1246-1257 [doi]
- Improved Zero-shot Neural Machine Translation via Ignoring Spurious CorrelationsJiatao Gu, Yong Wang, KyungHyun Cho, Victor O. K. Li. 1258-1268 [doi]
- Syntactically Supervised Transformers for Faster Neural Machine TranslationNader Akoury, Kalpesh Krishna, Mohit Iyyer. 1269-1281 [doi]
- Dynamically Composing Domain-Data Selection with Clean-Data Selection by "Co-Curricular Learning" for Neural Machine TranslationWei Wang, Isaac Caswell, Ciprian Chelba. 1282-1292 [doi]
- On the Word Alignment from Neural Machine TranslationXintong Li, Guanlin Li, Lemao Liu, Max Meng, Shuming Shi. 1293-1303 [doi]
- Imitation Learning for Non-Autoregressive Neural Machine TranslationBingzhen Wei, Mingxuan Wang, Hao Zhou, Junyang Lin, Xu Sun 0001. 1304-1312 [doi]
- Monotonic Infinite Lookback Attention for Simultaneous Machine TranslationNaveen Arivazhagan, Colin Cherry, Wolfgang Macherey, Chung-Cheng Chiu, Semih Yavuz, Ruoming Pang, Wei Li, Colin Raffel. 1313-1323 [doi]
- Global Textual Relation Embedding for Relational UnderstandingZhiYu Chen, Hanwen Zha, Honglei Liu 0001, Wenhu Chen, Xifeng Yan, Yu Su 0001. 1324-1330 [doi]
- Graph Neural Networks with Generated Parameters for Relation ExtractionHao Zhu, Yankai Lin, Zhiyuan Liu 0001, Jie Fu, Tat-Seng Chua, Maosong Sun. 1331-1339 [doi]
- Entity-Relation Extraction as Multi-Turn Question AnsweringXiaoya Li, Fan Yin, Zijun Sun, Xiayu Li, Arianna Yuan, Duo Chai, Mingxin Zhou, Jiwei Li. 1340-1350 [doi]
- Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced DataWei Ye 0004, Bo Li, Rui Xie, Zhonghao Sheng, Long Chen, Shikun Zhang. 1351-1360 [doi]
- Joint Type Inference on Entities and Relations via Graph Convolutional NetworksChangzhi Sun, Yeyun Gong, Yuanbin Wu, Ming Gong, Daxin Jiang, Man Lan, Shiliang Sun, Nan Duan. 1361-1370 [doi]
- Extracting Multiple-Relations in One-Pass with Pre-Trained TransformersHaoyu Wang, Ming Tan, Mo Yu, Shiyu Chang, Dakuo Wang, Kun Xu, Xiaoxiao Guo, Saloni Potdar. 1371-1377 [doi]
- Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution LossesÉtienne Simon, Vincent Guigue, Benjamin Piwowarski. 1378-1387 [doi]
- Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation ExtractionChristoph Alt, Marc Hübner, Leonhard Hennig. 1388-1398 [doi]
- ARNOR: Attention Regularization based Noise Reduction for Distant Supervision Relation ClassificationWei Jia, Dai Dai, Xinyan Xiao, Hua Wu 0003. 1399-1408 [doi]
- GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation ExtractionTsu-Jui Fu, Peng-Hsuan Li, Wei-Yun Ma. 1409-1418 [doi]
- DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation ExtractionShun Zheng, Xu Han, Yankai Lin, Peilin Yu, Lu Chen, Ling Huang, Zhiyuan Liu 0001, Wei Xu. 1419-1429 [doi]
- Multi-grained Named Entity RecognitionCongying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip S. Yu. 1430-1440 [doi]
- ERNIE: Enhanced Language Representation with Informative EntitiesZhengyan Zhang, Xu Han, Zhiyuan Liu 0001, Xin Jiang, Maosong Sun, Qun Liu. 1441-1451 [doi]
- Multi-Channel Graph Neural Network for Entity AlignmentYixin Cao 0003, Zhiyuan Liu 0001, Chengjiang Li, Zhiyuan Liu, Juanzi Li, Tat-Seng Chua. 1452-1461 [doi]
- A Neural Multi-digraph Model for Chinese NER with GazetteersRuixue Ding, Pengjun Xie, Xiaoyan Zhang, Wei Lu 0011, Linlin Li, Luo Si. 1462-1467 [doi]
- Improved Language Modeling by Decoding the PastSiddhartha Brahma. 1468-1476 [doi]
- Training Hybrid Language Models by Marginalizing over SegmentationsEdouard Grave, Sainbayar Sukhbaatar, Piotr Bojanowski, Armand Joulin. 1477-1482 [doi]
- Improving Neural Language Models by Segmenting, Attending, and Predicting the FutureHongyin Luo, Lan Jiang, Yonatan Belinkov, Jim Glass. 1483-1493 [doi]
- Lightweight and Efficient Neural Natural Language Processing with Quaternion NetworksYi Tay, Aston Zhang, Anh Tuan Luu, Jinfeng Rao, Shuai Zhang 0007, Shuohang Wang, Jie Fu, Siu Cheung Hui. 1494-1503 [doi]
- Sparse Sequence-to-Sequence ModelsBen Peters, Vlad Niculae, André F. T. Martins. 1504-1519 [doi]
- On the Robustness of Self-Attentive ModelsYu-Lun Hsieh, Minhao Cheng, Da-Cheng Juan, Wei Wei, Wen-Lian Hsu, Cho-Jui Hsieh. 1520-1529 [doi]
- Exact Hard Monotonic Attention for Character-Level TransductionShijie Wu, Ryan Cotterell. 1530-1537 [doi]
- A Lightweight Recurrent Network for Sequence ModelingBiao Zhang, Rico Sennrich. 1538-1548 [doi]
- Towards Scalable and Reliable Capsule Networks for Challenging NLP ApplicationsWei Zhao, Haiyun Peng, Steffen Eger, Erik Cambria, Min Yang. 1549-1559 [doi]
- Soft Representation Learning for Sparse TransferHaeju Park, Jinyoung Yeo, Gengyu Wang, Seung-won Hwang. 1560-1568 [doi]
- Learning Representations from Imperfect Time Series Data via Tensor Rank RegularizationPaul Pu Liang, Zhun Liu, Yao-Hung Hubert Tsai, Qibin Zhao, Ruslan Salakhutdinov, Louis-Philippe Morency. 1569-1576 [doi]
- Towards Lossless Encoding of SentencesGabriele Prato, Mathieu Duchesneau, Sarath Chandar, Alain Tapp. 1577-1583 [doi]
- Open Vocabulary Learning for Neural Chinese Pinyin IMEZhuosheng Zhang, Yafang Huang, Hai Zhao. 1584-1594 [doi]
- Using LSTMs to Assess the Obligatoriness of Phonological Distinctive Features for Phonotactic LearningNicole Mirea, Klinton Bicknell. 1595-1605 [doi]
- Better Character Language Modeling through MorphologyTerra Blevins, Luke Zettlemoyer. 1606-1613 [doi]
- Historical Text Normalization with Delayed RewardsSimon Flachs, Marcel Bollmann, Anders Søgaard. 1614-1619 [doi]
- Stochastic Tokenization with a Language Model for Neural Text ClassificationTatsuya Hiraoka, Hiroyuki Shindo, Yuji Matsumoto 0001. 1620-1629 [doi]
- Mitigating Gender Bias in Natural Language Processing: Literature ReviewTony Sun, Andrew Gaut, Shirlyn Tang, Yuxin Huang, Mai ElSherief, Jieyu Zhao, Diba Mirza, Elizabeth M. Belding, Kai-Wei Chang, William Yang Wang. 1630-1640 [doi]
- Gender-preserving Debiasing for Pre-trained Word EmbeddingsMasahiro Kaneko, Danushka Bollegala. 1641-1650 [doi]
- Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich MorphologyRan Zmigrod, Sebastian J. Mielke, Hanna M. Wallach, Ryan Cotterell. 1651-1661 [doi]
- A Transparent Framework for Evaluating Unintended Demographic Bias in Word EmbeddingsChris Sweeney, Maryam Najafian. 1662-1667 [doi]
- The Risk of Racial Bias in Hate Speech DetectionMaarten Sap, Dallas Card, Saadia Gabriel, Yejin Choi, Noah A. Smith. 1668-1678 [doi]
- Evaluating Gender Bias in Machine TranslationGabriel Stanovsky, Noah A. Smith, Luke Zettlemoyer. 1679-1684 [doi]
- LSTMEmbed: Learning Word and Sense Representations from a Large Semantically Annotated Corpus with Long Short-Term MemoriesIgnacio Iacobacci, Roberto Navigli. 1685-1695 [doi]
- Understanding Undesirable Word Embedding AssociationsKawin Ethayarajh, David Duvenaud, Graeme Hirst. 1696-1705 [doi]
- Unsupervised Discovery of Gendered Language through Latent-Variable ModelingAlexander Hoyle, Lawrence Wolf-Sonkin, Hanna M. Wallach, Isabelle Augenstein, Ryan Cotterell. 1706-1716 [doi]
- Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained EmbeddingsVihari Piratla, Sunita Sarawagi, Soumen Chakrabarti. 1717-1726 [doi]
- SphereRE: Distinguishing Lexical Relations with Hyperspherical Relation EmbeddingsChengyu Wang 0001, Xiaofeng He, Aoying Zhou. 1727-1737 [doi]
- Multilingual Factor AnalysisFrancisco Vargas, Kamen Brestnichki, Alex Papadopoulos-Korfiatis, Nils Hammerla. 1738-1750 [doi]
- Meaning to Form: Measuring Systematicity as InformationTiago Pimentel, Arya D. McCarthy, Damián E. Blasi, Brian Roark, Ryan Cotterell. 1751-1764 [doi]
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- #YouToo? Detection of Personal Recollections of Sexual Harassment on Social MediaArijit Ghosh Chowdhury, Ramit Sawhney, Rajiv Ratn Shah, Debanjan Mahata. 2527-2537 [doi]
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- Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language ModelsTakashi Wada, Tomoharu Iwata, Yuji Matsumoto 0001. 3113-3124 [doi]
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- CogNet: A Large-Scale Cognate DatabaseKhuyagbaatar Batsuren, Gábor Bella, Fausto Giunchiglia. 3136-3145 [doi]
- Neural Decipherment via Minimum-Cost Flow: From Ugaritic to Linear BJiaming Luo, Yuan Cao, Regina Barzilay. 3146-3155 [doi]
- Cross-lingual Knowledge Graph Alignment via Graph Matching Neural NetworkKun Xu, Liwei Wang, Mo Yu, Yansong Feng, Yan Song, Zhiguo Wang, Dong Yu. 3156-3161 [doi]
- Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and AttentionXiangyu Duan, Mingming Yin, Min Zhang 0005, Boxing Chen, Weihua Luo. 3162-3172 [doi]
- Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual RepresentationsRui Zhang, Caitlin Westerfield, Sungrok Shim, Garrett Bingham, Alexander Richard Fabbri, William Hu, Neha Verma, Dragomir R. Radev. 3173-3179 [doi]
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- Margin-based Parallel Corpus Mining with Multilingual Sentence EmbeddingsMikel Artetxe, Holger Schwenk. 3197-3203 [doi]
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- Inferring Concept Hierarchies from Text Corpora via Hyperbolic EmbeddingsMatt Le, Stephen Roller, Laetitia Papaxanthos, Douwe Kiela, Maximilian Nickel. 3231-3241 [doi]
- Is Word Segmentation Necessary for Deep Learning of Chinese Representations?Xiaoya Li, Yuxian Meng, Xiaofei Sun, Qinghong Han, Arianna Yuan, Jiwei Li. 3242-3252 [doi]
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- Word and Document Embedding with vMF-Mixture Priors on Context Word VectorsShoaib Jameel, Steven Schockaert. 3319-3328 [doi]
- Delta Embedding LearningXiao Zhang, Ji Wu, Dejing Dou. 3329-3334 [doi]
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- Putting Words in Context: LSTM Language Models and Lexical AmbiguityLaura Aina, Kristina Gulordava, Gemma Boleda. 3342-3348 [doi]
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- The Effectiveness of Simple Hybrid Systems for Hypernym DiscoveryWilliam Held, Nizar Habash. 3362-3367 [doi]
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- Multilingual Constituency Parsing with Self-Attention and Pre-TrainingNikita Kitaev, Steven Cao, Dan Klein. 3499-3505 [doi]
- A Multilingual BPE Embedding Space for Universal Sentiment Lexicon InductionMengjie Zhao, Hinrich Schütze. 3506-3517 [doi]
- Tree Communication Models for Sentiment AnalysisYuan Zhang, Yue Zhang. 3518-3527 [doi]
- Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched TextBidisha Samanta, Niloy Ganguly, Soumen Chakrabarti. 3528-3537 [doi]
- Exploring Sequence-to-Sequence Learning in Aspect Term ExtractionDehong Ma, Sujian Li, Fangzhao Wu, Xing Xie, Houfeng Wang. 3538-3547 [doi]
- Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention NetworkJingjing Wang, Changlong Sun, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang 0005, Guodong Zhou. 3548-3557 [doi]
- ELI5: Long Form Question AnsweringAngela Fan, Yacine Jernite, Ethan Perez, David Grangier, Jason Weston, Michael Auli. 3558-3567 [doi]
- Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set ComprehensionDaeSik Kim, Seonhoon Kim, Nojun Kwak. 3568-3584 [doi]
- Generating Question Relevant Captions to Aid Visual Question AnsweringJialin Wu, Zeyuan Hu, Raymond J. Mooney. 3585-3594 [doi]
- Multi-grained Attention with Object-level Grounding for Visual Question AnsweringPingping Huang, Jianhui Huang, Yuqing Guo, Min Qiao, Yong Zhu. 3595-3600 [doi]
- Psycholinguistics Meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question AnsweringClaudio Greco 0005, Barbara Plank, Raquel Fernández, Raffaella Bernardi. 3601-3605 [doi]
- Improving Visual Question Answering by Referring to Generated Paragraph CaptionsHyounghun Kim, Mohit Bansal. 3606-3612 [doi]
- Shared-Private Bilingual Word Embeddings for Neural Machine TranslationXuebo Liu, Derek F. Wong, Yang Liu 0005, Lidia S. Chao, Tong Xiao, Jingbo Zhu. 3613-3622 [doi]
- Literary Event DetectionMatthew Sims, Jong Ho Park, David Bamman. 3623-3634 [doi]
- Assessing the Ability of Self-Attention Networks to Learn Word OrderBaosong Yang, Longyue Wang, Derek F. Wong, Lidia S. Chao, Zhaopeng Tu. 3635-3644 [doi]
- Energy and Policy Considerations for Deep Learning in NLPEmma Strubell, Ananya Ganesh, Andrew McCallum. 3645-3650 [doi]
- What Does BERT Learn about the Structure of Language?Ganesh Jawahar, Benoît Sagot, Djamé Seddah. 3651-3657 [doi]
- A Just and Comprehensive Strategy for Using NLP to Address Online AbuseDavid Jurgens, Libby Hemphill, Eshwar Chandrasekharan. 3658-3666 [doi]
- Learning from Dialogue after Deployment: Feed Yourself, Chatbot!Braden Hancock, Antoine Bordes, Pierre-Emmanuel Mazaré, Jason Weston. 3667-3684 [doi]
- Generating Responses with a Specific Emotion in DialogZhenqiao Song, Xiaoqing Zheng, Lu Liu, Mu Xu, Xuanjing Huang. 3685-3695 [doi]
- Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-AttentionWenhu Chen, Jianshu Chen, Pengda Qin, Xifeng Yan, William Yang Wang. 3696-3709 [doi]
- Incremental Learning from Scratch for Task-Oriented Dialogue SystemsWeikang Wang, Jiajun Zhang, Qian Li, Mei-Yuh Hwang, Chengqing Zong, Zhifei Li. 3710-3720 [doi]
- ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue GenerationHainan Zhang, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng. 3721-3730 [doi]
- Dialogue Natural Language InferenceSean Welleck, Jason Weston, Arthur Szlam, KyungHyun Cho. 3731-3741 [doi]
- Budgeted Policy Learning for Task-Oriented Dialogue SystemsZhirui Zhang, Xiujun Li, Jianfeng Gao, Enhong Chen. 3742-3751 [doi]
- Comparison of Diverse Decoding Methods from Conditional Language ModelsDaphne Ippolito, Reno Kriz, João Sedoc, Maria Kustikova, Chris Callison-Burch. 3752-3762 [doi]
- Retrieval-Enhanced Adversarial Training for Neural Response GenerationQingfu Zhu, Lei Cui, Weinan Zhang 0003, Furu Wei, Ting Liu 0001. 3763-3773 [doi]
- Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response GenerationCao Liu, Shizhu He, Kang Liu 0001, Jun Zhao 0001. 3774-3783 [doi]
- On-device Structured and Context Partitioned Projection NetworksSujith Ravi, Zornitsa Kozareva. 3784-3793 [doi]
- Proactive Human-Machine Conversation with Explicit Conversation GoalWenQuan Wu, Zhen Guo, Xiangyang Zhou, Hua Wu, Xiyuan Zhang, Rongzhong Lian, Haifeng Wang. 3794-3804 [doi]
- Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue SystemsJiazhan Feng, Chongyang Tao, Wei Wu 0014, Yansong Feng, Dongyan Zhao 0001, Rui Yan. 3805-3815 [doi]
- Learning to Abstract for Memory-augmented Conversational Response GenerationZhiliang Tian, Wei Bi, Xiaopeng Li, Nevin L. Zhang. 3816-3825 [doi]
- Are Training Samples Correlated? Learning to Generate Dialogue Responses with Multiple ReferencesLisong Qiu, Juntao Li, Wei Bi, Dongyan Zhao 0001, Rui Yan. 3826-3835 [doi]
- Pretraining Methods for Dialog Context Representation LearningShikib Mehri, Evgeniia Razumovskaia, Tiancheng Zhao, Maxine Eskénazi. 3836-3845 [doi]
- A Large-Scale Corpus for Conversation DisentanglementJonathan K. Kummerfeld, Sai R. Gouravajhala, Joseph Peper, Vignesh Athreya, R. Chulaka Gunasekara, Jatin Ganhotra, Siva Sankalp Patel, Lazaros C. Polymenakos, Walter S. Lasecki. 3846-3856 [doi]
- Self-Supervised Dialogue LearningJiawei Wu, Xin Wang, William Yang Wang. 3857-3867 [doi]
- Are we there yet? Encoder-decoder neural networks as cognitive models of English past tense inflectionMaria Corkery, Yevgen Matusevych, Sharon Goldwater. 3868-3877 [doi]
- A Spreading Activation Framework for Tracking Conceptual Complexity of TextsIoana Hulpus, Sanja Stajner, Heiner Stuckenschmidt. 3878-3887 [doi]
- End-to-End Sequential Metaphor Identification Inspired by Linguistic TheoriesRui Mao, Chenghua Lin, Frank Guerin. 3888-3898 [doi]
- Diachronic Sense Modeling with Deep Contextualized Word Embeddings: An Ecological ViewRenfen Hu, Shen Li, Shichen Liang. 3899-3908 [doi]
- Miss Tools and Mr Fruit: Emergent Communication in Agents Learning about Object AffordancesDiane Bouchacourt, Marco Baroni. 3909-3918 [doi]
- CNNs found to jump around more skillfully than RNNs: Compositional Generalization in Seq2seq Convolutional NetworksRoberto Dessì, Marco Baroni. 3919-3923 [doi]
- Uncovering Probabilistic Implications in Typological Knowledge BasesJohannes Bjerva, Yova Kementchedjhieva, Ryan Cotterell, Isabelle Augenstein. 3924-3930 [doi]
- Is Word Segmentation Child's Play in All Languages?Georgia R. Loukatou, Steven Moran, Damián E. Blasi, Sabine Stoll, Alejandrina Cristià. 3931-3937 [doi]
- On the Distribution of Deep Clausal Embeddings: A Large Cross-linguistic StudyDamián E. Blasi, Ryan Cotterell, Lawrence Wolf-Sonkin, Sabine Stoll, Balthasar Bickel, Marco Baroni. 3938-3943 [doi]
- Attention-based Conditioning Methods for External Knowledge IntegrationKaterina Margatina, Christos Baziotis, Alexandros Potamianos. 3944-3951 [doi]
- The KnowRef Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora ResolutionAli Emami, Paul Trichelair, Adam Trischler, Kaheer Suleman, Hannes Schulz, Jackie Chi Kit Cheung. 3952-3961 [doi]
- StRE: Self Attentive Edit Quality Prediction in WikipediaSoumya Sarkar, Bhanu Prakash Reddy, Sandipan Sikdar, Animesh Mukherjee 0001. 3962-3972 [doi]
- How Large Are Lions? Inducing Distributions over Quantitative AttributesYanai Elazar, Abhijit Mahabal, Deepak Ramachandran, Tania Bedrax-Weiss, Dan Roth. 3973-3983 [doi]
- Fine-Grained Sentence Functions for Short-Text ConversationWei Bi, Jun Gao, Xiaojiang Liu, Shuming Shi. 3984-3993 [doi]
- Give Me More Feedback II: Annotating Thesis Strength and Related Attributes in Student EssaysZixuan Ke, Hrishikesh Inamdar, Hui Lin, Vincent Ng. 3994-4004 [doi]
- Crowdsourcing and Validating Event-focused Emotion Corpora for German and EnglishEnrica Troiano, Sebastian Padó, Roman Klinger. 4005-4011 [doi]
- Pay Attention when you Pay the Bills. A Multilingual Corpus with Dependency-based and Semantic Annotation of CollocationsMarcos García, Marcos García-Salido, Susana Sotelo, Estela Mosqueira Suárez, Margarita Alonso Ramos. 4012-4019 [doi]
- Does it Make Sense? And Why? A Pilot Study for Sense Making and ExplanationCunxiang Wang, Shuailong Liang, Yue Zhang, Xiaonan Li, Tian Gao. 4020-4026 [doi]
- Large Dataset and Language Model Fun-Tuning for Humor RecognitionVladislav Blinov, Valeria Bolotova-Baranova, Pavel Braslavski. 4027-4032 [doi]
- Towards Language Agnostic Universal RepresentationsArmen Aghajanyan, Xia Song, Saurabh Tiwary. 4033-4041 [doi]
- Leveraging Meta Information in Short Text AggregationHe Zhao, Lan Du, Guanfeng Liu, Wray L. Buntine. 4042-4049 [doi]
- Exploiting Invertible Decoders for Unsupervised Sentence Representation LearningShuai Tang, Virginia R. de Sa. 4050-4060 [doi]
- Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on TextLukas Ruff, Yury Zemlyanskiy, Robert A. Vandermeulen, Thomas Schnake, Marius Kloft. 4061-4071 [doi]
- Hubless Nearest Neighbor Search for Bilingual Lexicon InductionJiaji Huang, Qiang Qiu, Kenneth Church. 4072-4080 [doi]
- Distant Learning for Entity Linking with Automatic Noise DetectionPhong Le, Ivan Titov. 4081-4090 [doi]
- Learning How to Active Learn by DreamingThuy-Trang Vu, Ming Liu, Dinh Phung, Gholamreza Haffari. 4091-4101 [doi]
- Few-Shot Representation Learning for Out-Of-Vocabulary WordsZiniu Hu, Ting Chen, Kai-Wei Chang, Yizhou Sun. 4102-4112 [doi]
- Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation ModelsXiaolei Huang, Michael J. Paul. 4113-4123 [doi]
- Learning Transferable Feature Representations Using Neural NetworksHimanshu Sharad Bhatt, Shourya Roy, Arun Rajkumar, Sriranjani Ramakrishnan. 4124-4134 [doi]
- Bayes Test of Precision, Recall, and F1 Measure for Comparison of Two Natural Language Processing ModelsRuibo Wang, Jihong Li. 4135-4145 [doi]
- TIGS: An Inference Algorithm for Text Infilling with Gradient SearchDayiheng Liu, Jie Fu, Pengfei Liu, Jiancheng Lv. 4146-4156 [doi]
- Keeping Notes: Conditional Natural Language Generation with a Scratchpad EncoderRyan Y. Benmalek, Madian Khabsa, Suma Desu, Claire Cardie, Michele Banko. 4157-4167 [doi]
- Using Automatically Extracted Minimum Spans to Disentangle Coreference Evaluation from Boundary DetectionNafise Sadat Moosavi, Leo Born, Massimo Poesio, Michael Strube 0001. 4168-4178 [doi]
- Revisiting Joint Modeling of Cross-document Entity and Event Coreference ResolutionShany Barhom, Vered Shwartz, Alon Eirew, Michael Bugert, Nils Reimers, Ido Dagan. 4179-4189 [doi]
- A Unified Linear-Time Framework for Sentence-Level Discourse ParsingXiang Lin, Shafiq Joty, Prathyusha Jwalapuram, Saiful Bari. 4190-4200 [doi]
- Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label EmbeddingsLinh The Nguyen, Ngo Van Linh, Khoat Than, Thien Huu Nguyen. 4201-4207 [doi]
- Do You Know That Florence Is Packed with Visitors? Evaluating State-of-the-art Models of Speaker CommitmentNanjiang Jiang, Marie-Catherine de Marneffe. 4208-4213 [doi]
- Multi-Relational Script Learning for Discourse RelationsI-Ta Lee, Dan Goldwasser. 4214-4226 [doi]
- Open-Domain Why-Question Answering with Adversarial Learning to Encode Answer TextsJong-Hoon Oh, Kazuma Kadowaki, Julien Kloetzer, Ryu Iida, Kentaro Torisawa. 4227-4237 [doi]
- Learning to Ask Unanswerable Questions for Machine Reading ComprehensionHaichao Zhu, Li Dong 0004, Furu Wei, Wenhui Wang, Bing Qin 0001, Ting Liu 0001. 4238-4248 [doi]
- Compositional Questions Do Not Necessitate Multi-hop ReasoningSewon Min, Eric Wallace, Sameer Singh 0001, Matt Gardner 0001, Hannaneh Hajishirzi, Luke Zettlemoyer. 4249-4257 [doi]
- Improving Question Answering over Incomplete KBs with Knowledge-Aware ReaderWenhan Xiong, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang. 4258-4264 [doi]
- AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic ParsingXiang Zhang, Shizhu He, Kang Liu 0001, Jun Zhao 0001. 4265-4270 [doi]
- The Language of Legal and Illegal Activity on the DarknetLeshem Choshen, Dan Eldad, Daniel Hershcovich, Elior Sulem, Omri Abend. 4271-4279 [doi]
- Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task AnalysisJunyi Du, He Jiang, Jiaming Shen, Xiang Ren. 4280-4291 [doi]
- Course Concept Expansion in MOOCs with External Knowledge and Interactive GameJifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juanzi Li, Zhiyuan Liu 0001, Jie Tang 0001. 4292-4302 [doi]
- Towards Near-imperceptible Steganographic TextFalcon Z. Dai, Zheng Cai. 4303-4308 [doi]
- Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural NetworkSunil Kumar Sahu, Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou. 4309-4316 [doi]
- Neural Legal Judgment Prediction in EnglishIlias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras. 4317-4323 [doi]
- Robust Neural Machine Translation with Doubly Adversarial InputsYong Cheng, Lu Jiang, Wolfgang Macherey. 4324-4333 [doi]
- Bridging the Gap between Training and Inference for Neural Machine TranslationWen Zhang, Yang Feng, Fandong Meng, Di You, Qun Liu. 4334-4343 [doi]
- Beyond BLEU: Training Neural Machine Translation with Semantic SimilarityJohn Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel, Graham Neubig. 4344-4355 [doi]
- AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from TextSuilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz. 4356-4365 [doi]
- Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation LearningYaojie Lu, Hongyu Lin, Xianpei Han, Le Sun. 4366-4376 [doi]
- Chinese Relation Extraction with Multi-Grained Information and External Linguistic KnowledgeZiran Li, Ning Ding, Zhiyuan Liu 0001, Haitao Zheng, Ying Shen. 4377-4386 [doi]
- A2N: Attending to Neighbors for Knowledge Graph InferenceTrapit Bansal, Da-Cheng Juan, Sujith Ravi, Andrew McCallum. 4387-4392 [doi]
- Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic StructuresAmir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou. 4393-4399 [doi]
- Embedding Time Expressions for Deep Temporal Ordering ModelsTanya Goyal, Greg Durrett. 4400-4406 [doi]
- Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming DataMoonsu Han, Minki Kang, Hyunwoo Jung, Sung Ju Hwang. 4407-4417 [doi]
- Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching DatasetsGuanhua Zhang, Bing Bai, Jian Liang, Kun Bai, Shiyu Chang, Mo Yu, Conghui Zhu, Tiejun Zhao. 4418-4429 [doi]
- Real-Time Open-Domain Question Answering with Dense-Sparse Phrase IndexMin Joon Seo, Jinhyuk Lee, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi. 4430-4441 [doi]
- Language Modeling with Shared GrammarYuyu Zhang, Le Song. 4442-4453 [doi]
- Zero-Shot Semantic Parsing for InstructionsOfer Givoli, Roi Reichart. 4454-4464 [doi]
- Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language ModelingAlex Wang, Jan Hula, Patrick Xia, Raghavendra Pappagari, R. Thomas McCoy, Roma Patel, Najoung Kim, Ian Tenney, Yinghui Huang, Katherin Yu, Shuning Jin, Berlin Chen, Benjamin Van Durme, Edouard Grave, Ellie Pavlick, Samuel R. Bowman. 4465-4476 [doi]
- Complex Question Decomposition for Semantic ParsingHaoyu Zhang, Jingjing Cai, Jianjun Xu, Ji Wang. 4477-4486 [doi]
- Multi-Task Deep Neural Networks for Natural Language UnderstandingXiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao. 4487-4496 [doi]
- DisSent: Learning Sentence Representations from Explicit Discourse RelationsAllen Nie, Erin Bennett, Noah Goodman. 4497-4510 [doi]
- SParC: Cross-Domain Semantic Parsing in ContextTao Yu, Rui Zhang, Michihiro Yasunaga, Yi Chern Tan, Xi Victoria Lin, Suyi Li, Heyang Er, Irene Li, Bo Pang, Tao Chen, Emily Ji, Shreya Dixit, David Proctor, Sungrok Shim, Jonathan Kraft, Vincent Zhang, Caiming Xiong, Richard Socher, Dragomir R. Radev. 4511-4523 [doi]
- Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate RepresentationJiaqi Guo, Zecheng Zhan, Yan Gao, Yan Xiao, Jian-Guang Lou, Ting Liu, Dongmei Zhang. 4524-4535 [doi]
- EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode DecompositionSubhradeep Kayal, George Tsatsaronis. 4536-4546 [doi]
- SemBleu: A Robust Metric for AMR Parsing EvaluationLinfeng Song, Daniel Gildea. 4547-4552 [doi]
- Reranking for Neural Semantic ParsingPengcheng Yin, Graham Neubig. 4553-4559 [doi]
- Representing Schema Structure with Graph Neural Networks for Text-to-SQL ParsingBen Bogin, Jonathan Berant, Matt Gardner 0001. 4560-4565 [doi]
- Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE BenchmarkNikita Nangia, Samuel R. Bowman. 4566-4575 [doi]
- Compositional Semantic Parsing across GraphbanksMatthias Lindemann, Jonas Groschwitz, Alexander Koller. 4576-4585 [doi]
- Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement LearningTahira Naseem, Abhishek Shah, Hui Wan, Radu Florian, Salim Roukos, Miguel Ballesteros. 4586-4592 [doi]
- BERT Rediscovers the Classical NLP PipelineIan Tenney, Dipanjan Das 0001, Ellie Pavlick. 4593-4601 [doi]
- Simple and Effective Paraphrastic Similarity from Parallel TranslationsJohn Wieting, Kevin Gimpel, Graham Neubig, Taylor Berg-Kirkpatrick. 4602-4608 [doi]
- Second-Order Semantic Dependency Parsing with End-to-End Neural NetworksXinyu Wang, Jingxian Huang, Kewei Tu. 4609-4618 [doi]
- Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, Roger Zimmermann, Rada Mihalcea, Soujanya Poria. 4619-4629 [doi]
- Determining Relative Argument Specificity and Stance for Complex Argumentative StructuresEsin Durmus, Faisal Ladhak, Claire Cardie. 4630-4641 [doi]
- Latent Variable Sentiment GrammarLiwen Zhang, Kewei Tu, Yue Zhang. 4642-4651 [doi]
- An Investigation of Transfer Learning-Based Sentiment Analysis in JapaneseEnkhbold Bataa, Joshua Wu. 4652-4657 [doi]
- Probing Neural Network Comprehension of Natural Language ArgumentsTimothy Niven, Hung-Yu Kao. 4658-4664 [doi]
- Recognising Agreement and Disagreement between Stances with Reason Comparing NetworksChang Xu, Cécile Paris, Surya Nepal, Ross Sparks. 4665-4671 [doi]
- Toward Comprehensive Understanding of a Sentiment Based on Human MotivesNaoki Otani, Eduard H. Hovy. 4672-4677 [doi]
- Context-aware Embedding for Targeted Aspect-based Sentiment AnalysisBin Liang, Jiachen Du, Ruifeng Xu, Binyang Li, Hejiao Huang. 4678-4683 [doi]
- Yes, we can! Mining Arguments in 50 Years of US Presidential Campaign DebatesShohreh Haddadan, Elena Cabrio, Serena Villata. 4684-4690 [doi]
- An Empirical Study of Span Representations in Argumentation Structure ParsingTatsuki Kuribayashi, Hiroki Ouchi, Naoya Inoue, Paul Reisert, Toshinori Miyoshi, Jun Suzuki, Kentaro Inui. 4691-4698 [doi]
- Simple and Effective Text Matching with Richer Alignment FeaturesRunqi Yang, Jianhai Zhang, Xing Gao, Feng Ji, Haiqing Chen. 4699-4709 [doi]
- Learning Attention-based Embeddings for Relation Prediction in Knowledge GraphsDeepak Nathani, Jatin Chauhan, Charu Sharma, Manohar Kaul. 4710-4723 [doi]
- Neural Network Alignment for Sentential ParaphrasesJessica Ouyang, Kathy McKeown. 4724-4735 [doi]
- Duality of Link Prediction and Entailment Graph InductionMohammad Javad Hosseini, Shay B. Cohen, Mark Johnson 0001, Mark Steedman. 4736-4746 [doi]
- A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence MatchingJihun Choi, Taeuk Kim, Sang-goo Lee. 4747-4761 [doi]
- COMET: Commonsense Transformers for Automatic Knowledge Graph ConstructionAntoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya, Asli Çelikyilmaz, Yejin Choi. 4762-4779 [doi]
- Detecting Subevents using Discourse and Narrative FeaturesMohammed Aldawsari, Mark A. Finlayson. 4780-4790 [doi]
- HellaSwag: Can a Machine Really Finish Your Sentence?Rowan Zellers, Ari Holtzman, Yonatan Bisk, Ali Farhadi, Yejin Choi. 4791-4800 [doi]
- Unified Semantic Parsing with Weak SupervisionPriyanka Agrawal, Ayushi Dalmia, Parag Jain, Abhishek Bansal, Ashish R. Mittal, Karthik Sankaranarayanan. 4801-4810 [doi]
- Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term EmbeddingsRami Aly, Shantanu Acharya, Alexander Ossa, Arne Köhn, Chris Biemann, Alexander Panchenko. 4811-4817 [doi]
- Learning to Rank for Plausible PlausibilityZhongyang Li, Tongfei Chen, Benjamin Van Durme. 4818-4823 [doi]
- Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical EntailmentGoran Glavas, Ivan Vulic. 4824-4830 [doi]
- Attention Is (not) All You Need for Commonsense ReasoningTassilo Klein, Moin Nabi. 4831-4836 [doi]
- A Surprisingly Robust Trick for the Winograd Schema ChallengeVid Kocijan, Ana-Maria Cretu, Oana-Maria Camburu, Yordan Yordanov, Thomas Lukasiewicz. 4837-4842 [doi]
- Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence ModelWei Li 0101, Jingjing Xu, Yancheng He, Shengli Yan, Yunfang Wu, Xu Sun 0001. 4843-4852 [doi]
- Interconnected Question Generation with Coreference Alignment and Conversation Flow ModelingYiFan Gao, Piji Li, Irwin King, Michael R. Lyu. 4853-4862 [doi]
- Cross-Lingual Training for Automatic Question GenerationVishwajeet Kumar, Nitish Joshi, Arijit Mukherjee, Ganesh Ramakrishnan, Preethi Jyothi. 4863-4872 [doi]
- A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style TransferChen Wu, Xuancheng Ren, Fuli Luo, Xu Sun 0001. 4873-4883 [doi]
- Handling Divergent Reference Texts when Evaluating Table-to-Text GenerationBhuwan Dhingra, Manaal Faruqui, Ankur P. Parikh, Ming-Wei Chang, Dipanjan Das 0001, William W. Cohen. 4884-4895 [doi]
- Unsupervised Question Answering by Cloze TranslationPatrick Lewis, Ludovic Denoyer, Sebastian Riedel 0001. 4896-4910 [doi]
- MultiQA: An Empirical Investigation of Generalization and Transfer in Reading ComprehensionAlon Talmor, Jonathan Berant. 4911-4921 [doi]
- Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long NarrativesYi Tay, Shuohang Wang, Anh Tuan Luu, Jie Fu, Minh C. Phan, Xingdi Yuan, Jinfeng Rao, Siu Cheung Hui, Aston Zhang. 4922-4931 [doi]
- Explain Yourself! Leveraging Language Models for Commonsense ReasoningNazneen Fatema Rajani, Bryan McCann, Caiming Xiong, Richard Socher. 4932-4942 [doi]
- Interpretable Question Answering on Knowledge Bases and TextAlona Sydorova, Nina Pörner, Benjamin Roth. 4943-4951 [doi]
- A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph ModularityYoshinari Fujinuma, Jordan L. Boyd-Graber, Michael J. Paul. 4952-4962 [doi]
- Multilingual and Cross-Lingual Graded Lexical EntailmentIvan Vulic, Simone Paolo Ponzetto, Goran Glavas. 4963-4974 [doi]
- What Kind of Language Is Hard to Language-Model?Sebastian J. Mielke, Ryan Cotterell, Kyle Gorman, Brian Roark, Jason Eisner. 4975-4989 [doi]
- Analyzing the Limitations of Cross-lingual Word Embedding MappingsAitor Ormazabal, Mikel Artetxe, Gorka Labaka, Aitor Soroa, Eneko Agirre. 4990-4995 [doi]
- How Multilingual is Multilingual BERT?Telmo Pires, Eva Schlinger, Dan Garrette. 4996-5001 [doi]
- Bilingual Lexicon Induction through Unsupervised Machine TranslationMikel Artetxe, Gorka Labaka, Eneko Agirre. 5002-5007 [doi]
- Automatically Identifying Complaints in Social MediaDaniel Preotiuc-Pietro, Mihaela Gaman, Nikolaos Aletras. 5008-5019 [doi]
- TWEETQA: A Social Media Focused Question Answering DatasetWenhan Xiong, Jiawei Wu, Hong Wang, Vivek Kulkarni, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang. 5020-5031 [doi]
- Asking the Crowd: Question Analysis, Evaluation and Generation for Open Discussion on Online ForumsZi Chai, Xinyu Xing, Xiaojun Wan 0001, Bo Huang. 5032-5046 [doi]
- Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media ConversationsSumeet Kumar, Kathleen M. Carley. 5047-5058 [doi]
- HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document SummarizationXingxing Zhang, Furu Wei, Ming Zhou. 5059-5069 [doi]
- Hierarchical Transformers for Multi-Document SummarizationYang Liu 0124, Mirella Lapata. 5070-5081 [doi]
- Abstractive Text Summarization Based on Deep Learning and Semantic Content GeneralizationPanagiotis Kouris, Georgios Alexandridis, Andreas Stafylopatis. 5082-5092 [doi]
- Studying Summarization Evaluation Metrics in the Appropriate Scoring RangeMaxime Peyrard. 5093-5100 [doi]
- Simple Unsupervised Summarization by Contextual MatchingJiawei Zhou, Alexander M. Rush. 5101-5106 [doi]
- Generating Summaries with Topic Templates and Structured Convolutional DecodersLaura Perez-Beltrachini, Yang Liu 0124, Mirella Lapata. 5107-5116 [doi]
- Morphological Irregularity Correlates with FrequencyShijie Wu, Ryan Cotterell, Timothy O'Donnell. 5117-5126 [doi]
- Like a Baby: Visually Situated Neural Language AcquisitionAlexander Ororbia, Ankur Mali, Matthew A. Kelly, David Reitter. 5127-5136 [doi]
- Relating Simple Sentence Representations in Deep Neural Networks and the BrainSharmistha Jat, Hao Tang, Partha Talukdar, Tom M. Mitchell. 5137-5154 [doi]
- Modeling Affirmative and Negated Action Processing in the Brain with Lexical and Compositional Semantic ModelsVesna Djokic, Jean Maillard, Luana Bulat, Ekaterina Shutova. 5155-5165 [doi]
- Word-order Biases in Deep-agent Emergent CommunicationRahma Chaabouni, Eugene Kharitonov, Alessandro Lazaric, Emmanuel Dupoux, Marco Baroni. 5166-5175 [doi]
- NNE: A Dataset for Nested Named Entity Recognition in English NewswireNicky Ringland, Xiang Dai, Ben Hachey, Sarvnaz Karimi, Cécile Paris, James R. Curran. 5176-5181 [doi]
- Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region NetworksHongyu Lin, Yaojie Lu, Xianpei Han, Le Sun. 5182-5192 [doi]
- Improving Textual Network Embedding with Global Attention via Optimal TransportLiqun Chen, Guoyin Wang, Chenyang Tao, Dinghan Shen, Pengyu Cheng, Xinyuan Zhang, Wenlin Wang, Yizhe Zhang, Lawrence Carin. 5193-5202 [doi]
- Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards ConstructionYufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, Debasis Ganguly. 5203-5213 [doi]
- Scaling up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product TitleHuimin Xu, Wenting Wang, Xin Mao, Xinyu Jiang, Man Lan. 5214-5223 [doi]
- Incorporating Linguistic Constraints into Keyphrase GenerationJing Zhao, Yuxiang Zhang. 5224-5233 [doi]
- A Unified Multi-task Adversarial Learning Framework for Pharmacovigilance MiningShweta Yadav, Asif Ekbal, Sriparna Saha 0001, Pushpak Bhattacharyya. 5234-5245 [doi]
- Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word ProblemsYanyan Zou, Wei Lu 0011. 5246-5251 [doi]
- A Deep Reinforced Sequence-to-Set Model for Multi-Label ClassificationPengcheng Yang, Fuli Luo, Shuming Ma, Junyang Lin, Xu Sun 0001. 5252-5258 [doi]
- Joint Slot Filling and Intent Detection via Capsule Neural NetworksChenwei Zhang, Yaliang Li, Nan Du, Wei Fan 0001, Philip S. Yu. 5259-5267 [doi]
- Neural Aspect and Opinion Term Extraction with Mined Rules as Weak SupervisionHongliang Dai, Yangqiu Song. 5268-5277 [doi]
- Cost-sensitive Regularization for Label Confusion-aware Event DetectionHongyu Lin, Yaojie Lu, Xianpei Han, Le Sun. 5278-5283 [doi]
- Exploring Pre-trained Language Models for Event Extraction and GenerationSen Yang, Dawei Feng, Linbo Qiao, Zhigang Kan, Dongsheng Li. 5284-5294 [doi]
- Improving Open Information Extraction via Iterative Rank-Aware LearningZhengbao Jiang, Pengcheng Yin, Graham Neubig. 5295-5300 [doi]
- Towards Improving Neural Named Entity Recognition with GazetteersTianyu Liu, Jin-ge Yao, Chin-Yew Lin. 5301-5307 [doi]
- Span-Level Model for Relation ExtractionKalpit Dixit, Yaser Al-Onaizan. 5308-5314 [doi]
- Enhancing Unsupervised Generative Dependency Parser with Contextual InformationWenjuan Han, Yong Jiang, Kewei Tu. 5315-5325 [doi]
- Neural Architectures for Nested NER through LinearizationJana Straková, Milan Straka, Jan Hajic. 5326-5331 [doi]
- Online Infix Probability Computation for Probabilistic Finite AutomataMarco Cognetta, Yo-Sub Han, Soon-Chan Kwon. 5332-5337 [doi]
- How to Best Use Syntax in Semantic Role LabellingYufei Wang, Mark Johnson 0001, Stephen Wan 0001, Yifang Sun, Wei Wang. 5338-5343 [doi]
- PTB Graph Parsing with Tree ApproximationYoshihide Kato, Shigeki Matsubara. 5344-5349 [doi]
- Sequence Labeling Parsing by Learning across RepresentationsMichalina Strzyz, David Vilares, Carlos Gómez-Rodríguez. 5350-5357 [doi]
- A Prism Module for Semantic Disentanglement in Name Entity RecognitionKun Liu, Shen Li, Daqi Zheng, Zhengdong Lu, Sheng Gao, Si Li. 5358-5362 [doi]
- Label-Agnostic Sequence Labeling by Copying Nearest NeighborsSam Wiseman, Karl Stratos. 5363-5369 [doi]
- Towards Empathetic Open-domain Conversation Models: A New Benchmark and DatasetHannah Rashkin, Eric Michael Smith, Margaret Li, Y-Lan Boureau. 5370-5381 [doi]
- Know More about Each Other: Evolving Dialogue Strategy via Compound AssessmentSiqi Bao, Huang He, Fan Wang, Rongzhong Lian, Hua Wu. 5382-5391 [doi]
- Training Neural Response Selection for Task-Oriented Dialogue SystemsMatthew Henderson, Ivan Vulic, Daniela Gerz, Iñigo Casanueva, Pawel Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrksic, Pei-hao Su. 5392-5404 [doi]
- Collaborative Dialogue in MinecraftAnjali Narayan-Chen, Prashant Jayannavar, Julia Hockenmaier. 5405-5415 [doi]
- Neural Response Generation with Meta-wordsCan Xu, Wei Wu 0014, Chongyang Tao, Huang Hu, Matt Schuerman, Ying Wang. 5416-5426 [doi]
- Conversing by Reading: Contentful Neural Conversation with On-demand Machine ReadingLianhui Qin, Michel Galley, Chris Brockett, Xiaodong Liu, Xiang Gao, Bill Dolan, Yejin Choi, Jianfeng Gao. 5427-5436 [doi]
- Ordinal and Attribute Aware Response Generation in a Multimodal Dialogue SystemHardik Chauhan, Mauajama Firdaus, Asif Ekbal, Pushpak Bhattacharyya. 5437-5447 [doi]
- Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic InferenceHe Bai, Yu Zhou 0001, Jiajun Zhang, Chengqing Zong. 5448-5453 [doi]
- Personalizing Dialogue Agents via Meta-LearningAndrea Madotto, Zhaojiang Lin, Chien-Sheng Wu, Pascale Fung. 5454-5459 [doi]
- Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue ComprehensionZhengyuan Liu, Nancy Chen. 5460-5466 [doi]
- A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot FillingHaihong E, Peiqing Niu, Zhongfu Chen, Meina Song. 5467-5471 [doi]
- Dual Supervised Learning for Natural Language Understanding and GenerationShang-Yu Su, Chao-Wei Huang, Yun-Nung Chen. 5472-5477 [doi]
- SUMBT: Slot-Utterance Matching for Universal and Scalable Belief TrackingHwaran Lee, Jinsik Lee, Tae-Yoon Kim. 5478-5483 [doi]
- Robust Zero-Shot Cross-Domain Slot Filling with Example ValuesDarsh J. Shah, Raghav Gupta, Amir A. Fayazi, Dilek Hakkani-Tür. 5484-5490 [doi]
- Deep Unknown Intent Detection with Margin LossTing-En Lin, Hua Xu. 5491-5496 [doi]
- Modeling Semantic Relationship in Multi-turn Conversations with Hierarchical Latent VariablesLei Shen, Yang Feng, Haolan Zhan. 5497-5502 [doi]
- Rationally Reappraising ATIS-based Dialogue SystemsJingcheng Niu, Gerald Penn. 5503-5507 [doi]
- Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic ProgrammingCaio Corro, Ivan Titov. 5508-5521 [doi]
- Neural-based Chinese Idiom Recommendation for Enhancing Elegance in Essay WritingYuanchao Liu, Bo Pang, Bingquan Liu. 5522-5526 [doi]
- Better Exploiting Latent Variables in Text ModelingCanasai Kruengkrai. 5527-5532 [doi]
- Misleading Failures of Partial-input BaselinesShi Feng, Eric Wallace, Jordan L. Boyd-Graber. 5533-5538 [doi]
- Soft Contextual Data Augmentation for Neural Machine TranslationFei Gao, Jinhua Zhu, Lijun Wu, Yingce Xia, Tao Qin, Xueqi Cheng, Wengang Zhou, Tie-Yan Liu. 5539-5544 [doi]
- Reversing Gradients in Adversarial Domain Adaptation for Question Deduplication and Textual Entailment TasksAnush Kamath, Sparsh Gupta, Vitor R. Carvalho. 5545-5550 [doi]
- Towards Integration of Statistical Hypothesis Tests into Deep Neural NetworksAhmad Aghaebrahimian, Mark Cieliebak. 5551-5557 [doi]
- Depth Growing for Neural Machine TranslationLijun Wu, Yiren Wang, Yingce Xia, Fei Tian, Fei Gao, Tao Qin, Jianhuang Lai, Tie-Yan Liu. 5558-5563 [doi]
- Generating Fluent Adversarial Examples for Natural LanguagesHuangzhao Zhang, Hao Zhou, Ning Miao, Lei Li. 5564-5569 [doi]
- Towards Explainable NLP: A Generative Explanation Framework for Text ClassificationHui Liu, Qingyu Yin, William Yang Wang. 5570-5581 [doi]
- Combating Adversarial Misspellings with Robust Word RecognitionDanish Pruthi, Bhuwan Dhingra, Zachary C. Lipton. 5582-5591 [doi]
- An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency ParsingZhisong Zhang, Xuezhe Ma, Eduard H. Hovy. 5592-5598 [doi]
- Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral CodesJie Cao, Michael Tanana, Zac E. Imel, Eric Poitras, David C. Atkins, Vivek Srikumar. 5599-5611 [doi]
- Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue SystemsHung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi. 5612-5623 [doi]
- Target-Guided Open-Domain ConversationJianheng Tang, Tiancheng Zhao, Chenyan Xiong, Xiaodan Liang, Eric P. Xing, Zhiting Hu. 5624-5634 [doi]
- Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social GoodXuewei Wang, Weiyan Shi, Richard Kim, Yoojung Oh, Sijia Yang, Jingwen Zhang, Zhou Yu. 5635-5649 [doi]
- Improving Neural Conversational Models with Entropy-Based Data FilteringRichard Csaky, Patrik Purgai, Gábor Recski. 5650-5669 [doi]
- Zero-shot Word Sense Disambiguation using Sense Definition EmbeddingsSawan Kumar, Sharmistha Jat, Karan Saxena, Partha Talukdar. 5670-5681 [doi]
- Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense DisambiguationDaniel Loureiro, Alípio Jorge. 5682-5691 [doi]
- Word2Sense: Sparse Interpretable Word EmbeddingsAbhishek Panigrahi, Harsha Vardhan Simhadri, Chiranjib Bhattacharyya. 5692-5705 [doi]
- Modeling Semantic Compositionality with Sememe KnowledgeFanchao Qi, Junjie Huang, Chenghao Yang, Zhiyuan Liu 0001, Xiao Chen, Qun Liu, Maosong Sun. 5706-5715 [doi]
- Predicting Humorousness and Metaphor Novelty with Gaussian Process Preference LearningEdwin Simpson, Erik-Lân Do Dinh, Tristan Miller, Iryna Gurevych. 5716-5728 [doi]
- Empirical Linguistic Study of Sentence EmbeddingsKatarzyna Krasnowska-Kieras, Alina Wróblewska. 5729-5739 [doi]
- Probing for Semantic Classes: Diagnosing the Meaning Content of Word EmbeddingsYadollah Yaghoobzadeh, Katharina Kann, Timothy J. Hazen, Eneko Agirre, Hinrich Schütze. 5740-5753 [doi]
- Deep Neural Model Inspection and Comparison via Functional Neuron PathwaysJames Fiacco, Samridhi Choudhary, Carolyn Penstein Rosé. 5754-5764 [doi]
- Collocation Classification with Unsupervised Relation VectorsLuis Espinosa Anke, Steven Schockaert, Leo Wanner. 5765-5772 [doi]
- Corpus-based Check-up for ThesaurusNatalia V. Loukachevitch. 5773-5779 [doi]
- Confusionset-guided Pointer Networks for Chinese Spelling CheckDingmin Wang, Yi Tay, Li Zhong. 5780-5785 [doi]
- Generalized Data Augmentation for Low-Resource TranslationMengzhou Xia, Xiang Kong, Antonios Anastasopoulos, Graham Neubig. 5786-5796 [doi]
- Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be PrunedElena Voita, David Talbot, Fedor Moiseev, Rico Sennrich, Ivan Titov. 5797-5808 [doi]
- Better OOV Translation with Bilingual Terminology MiningMatthias Huck, Viktor Hangya, Alexander M. Fraser. 5809-5815 [doi]
- Simultaneous Translation with Flexible Policy via Restricted Imitation LearningBaigong Zheng, Renjie Zheng, Mingbo Ma, Liang Huang 0001. 5816-5822 [doi]
- Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine TranslationXinyi Wang, Graham Neubig. 5823-5828 [doi]
- Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical RecordsMax Friedrich, Arne Köhn, Gregor Wiedemann, Chris Biemann. 5829-5839 [doi]
- Merge and Label: A Novel Neural Network Architecture for Nested NERJoseph Fisher, Andreas Vlachos. 5840-5850 [doi]
- Low-resource Deep Entity Resolution with Transfer and Active LearningJungo Kasai, Kun Qian 0002, Sairam Gurajada, Yunyao Li 0001, Lucian Popa 0001. 5851-5861 [doi]
- A Semi-Markov Structured Support Vector Machine Model for High-Precision Named Entity RecognitionRavneet Arora, Chen-Tse Tsai, Ketevan Tsereteli, Prabhanjan Kambadur, Yi Yang. 5862-5866 [doi]
- Using Human Attention to Extract Keyphrase from Microblog PostYingyi Zhang, Chengzhi Zhang. 5867-5872 [doi]
- Model-Agnostic Meta-Learning for Relation Classification with Limited SupervisionAbiola Obamuyide, Andreas Vlachos. 5873-5879 [doi]
- Variational Pretraining for Semi-supervised Text ClassificationSuchin Gururangan, Tam Dang, Dallas Card, Noah A. Smith. 5880-5894 [doi]
- Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain AdaptationYftah Ziser, Roi Reichart. 5895-5906 [doi]
- Optimal Transport-based Alignment of Learned Character Representations for String SimilarityDerek Tam, Nicholas Monath, Ari Kobren, Aaron Traylor, Rajarshi Das, Andrew McCallum. 5907-5917 [doi]
- The Referential Reader: A Recurrent Entity Network for Anaphora ResolutionFei Liu 0023, Luke Zettlemoyer, Jacob Eisenstein. 5918-5925 [doi]
- Interpolated Spectral NGram Language ModelsAriadna Quattoni, Xavier Carreras. 5926-5930 [doi]
- BAM! Born-Again Multi-Task Networks for Natural Language UnderstandingKevin Clark, Minh-Thang Luong, Urvashi Khandelwal, Christopher D. Manning, Quoc V. Le. 5931-5937 [doi]
- Curate and Generate: A Corpus and Method for Joint Control of Semantics and Style in Neural NLGShereen Oraby, Vrindavan Harrison, Abteen Ebrahimi, Marilyn A. Walker. 5938-5951 [doi]
- Automated Chess Commentator Powered by Neural Chess EngineHongyu Zang, Zhiwei Yu, Xiaojun Wan 0001. 5952-5961 [doi]
- Barack's Wife Hillary: Using Knowledge Graphs for Fact-Aware Language ModelingRobert L. Logan IV, Nelson F. Liu, Matthew E. Peters, Matt Gardner 0001, Sameer Singh 0001. 5962-5971 [doi]
- Controllable Paraphrase Generation with a Syntactic ExemplarMingda Chen, Qingming Tang, Sam Wiseman, Kevin Gimpel. 5972-5984 [doi]
- Towards Comprehensive Description Generation from Factual Attribute-value TablesTianyu Liu, Fuli Luo, Pengcheng Yang, Wei Wu, Baobao Chang, Zhifang Sui. 5985-5996 [doi]
- Style Transformer: Unpaired Text Style Transfer without Disentangled Latent RepresentationNing Dai, Jianze Liang, Xipeng Qiu, Xuanjing Huang. 5997-6007 [doi]
- Generating Sentences from Disentangled Syntactic and Semantic SpacesYu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou, Olga Vechtomova, Xin-Yu Dai, Jiajun Chen. 6008-6019 [doi]
- Learning to Control the Fine-grained Sentiment for Story Ending GenerationFuli Luo, Damai Dai, Pengcheng Yang, Tianyu Liu, Baobao Chang, Zhifang Sui, Xu Sun 0001. 6020-6026 [doi]
- Self-Attention Architectures for Answer-Agnostic Neural Question GenerationThomas Scialom, Benjamin Piwowarski, Jacopo Staiano. 6027-6032 [doi]
- Unsupervised Paraphrasing without TranslationAurko Roy, David Grangier. 6033-6039 [doi]
- Storyboarding of Recipes: Grounded Contextual GenerationKhyathi Raghavi Chandu, Eric Nyberg, Alan W. Black. 6040-6046 [doi]
- Negative Lexically Constrained Decoding for Paraphrase GenerationTomoyuki Kajiwara. 6047-6052 [doi]
- Large-Scale Transfer Learning for Natural Language GenerationSergey Golovanov, Rauf Kurbanov, Sergey I. Nikolenko, Kyryl Truskovskyi, Alexander Tselousov, Thomas Wolf. 6053-6058 [doi]
- Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical StudyTao Ge, Xingxing Zhang, Furu Wei, Ming Zhou 0001. 6059-6064 [doi]
- Improving the Robustness of Question Answering Systems to Question ParaphrasingWee Chung Gan, Hwee Tou Ng. 6065-6075 [doi]
- RankQA: Neural Question Answering with Answer Re-RankingBernhard Kratzwald, Anna Eigenmann, Stefan Feuerriegel. 6076-6085 [doi]
- Latent Retrieval for Weakly Supervised Open Domain Question AnsweringKenton Lee, Ming-Wei Chang, Kristina Toutanova. 6086-6096 [doi]
- Multi-hop Reading Comprehension through Question Decomposition and RescoringSewon Min, Victor Zhong, Luke Zettlemoyer, Hannaneh Hajishirzi. 6097-6109 [doi]
- Combining Knowledge Hunting and Neural Language Models to Solve the Winograd Schema ChallengeAshok Prakash, Arpit Sharma, Arindam Mitra, Chitta Baral. 6110-6119 [doi]
- Careful Selection of Knowledge to Solve Open Book Question AnsweringPratyay Banerjee, Kuntal Kumar Pal, Arindam Mitra, Chitta Baral. 6120-6129 [doi]
- Learning Representation Mapping for Relation Detection in Knowledge Base Question AnsweringPeng Wu, Shujian Huang, Rongxiang Weng, Zaixiang Zheng, Jianbing Zhang, Xiaohui Yan, Jiajun Chen. 6130-6139 [doi]
- Dynamically Fused Graph Network for Multi-hop ReasoningLin Qiu, Yunxuan Xiao, Yanru Qu, Hao Zhou, Lei Li, Weinan Zhang 0001, Yong Yu 0001. 6140-6150 [doi]
- NLProlog: Reasoning with Weak Unification for Question Answering in Natural LanguageLeon Weber, Pasquale Minervini, Jannes Münchmeyer, Ulf Leser, Tim Rocktäschel. 6151-6161 [doi]
- Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head AttentionsJierui Li, Lei Wang, Jipeng Zhang, Yan Wang, Bing Tian Dai, Dongxiang Zhang. 6162-6167 [doi]
- Synthetic QA Corpora Generation with Roundtrip ConsistencyChris Alberti, Daniel Andor, Emily Pitler, Jacob Devlin, Michael Collins 0001. 6168-6173 [doi]
- Are Red Roses Red? Evaluating Consistency of Question-Answering ModelsMarco Túlio Ribeiro, Carlos Guestrin, Sameer Singh 0001. 6174-6184 [doi]
- MC\^2: Multi-perspective Convolutional Cube for Conversational Machine Reading ComprehensionXuanyu Zhang. 6185-6190 [doi]
- Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning ApproachZonghan Yang, Yong Cheng, Yang Liu 0005, Maosong Sun. 6191-6196 [doi]
- Exploiting Sentential Context for Neural Machine TranslationXing Wang 0007, Zhaopeng Tu, Longyue Wang, Shuming Shi. 6197-6203 [doi]
- Wetin dey with these comments? Modeling Sociolinguistic Factors Affecting Code-switching Behavior in Nigerian Online DiscussionsInnocent Ndubuisi-Obi, Sayan Ghosh, David Jurgens. 6204-6214 [doi]
- Accelerating Sparse Matrix Operations in Neural Networks on Graphics Processing UnitsArturo Argueta, David Chiang 0001. 6215-6224 [doi]
- An Automated Framework for Fast Cognate Detection and Bayesian Phylogenetic Inference in Computational Historical LinguisticsTaraka Rama, Johann-Mattis List. 6225-6235 [doi]
- Sentence Centrality Revisited for Unsupervised SummarizationHao Zheng, Mirella Lapata. 6236-6247 [doi]
- Discourse Representation Parsing for Sentences and DocumentsJiangming Liu, Shay B. Cohen, Mirella Lapata. 6248-6262 [doi]
- Inducing Document Structure for Aspect-based SummarizationLea Frermann, Alexandre Klementiev. 6263-6273 [doi]
- Incorporating Priors with Feature Attribution on Text ClassificationFrederick Liu, Besim Avci. 6274-6283 [doi]
- Matching Article Pairs with Graphical Decomposition and ConvolutionsBang Liu, Di Niu, Haojie Wei, Jinghong Lin, Yancheng He, Kunfeng Lai, Yu Xu. 6284-6294 [doi]
- Hierarchical Transfer Learning for Multi-label Text ClassificationSiddhartha Banerjee, Cem Akkaya, Francisco Perez-Sorrosal, Kostas Tsioutsiouliklis. 6295-6300 [doi]
- Bias Analysis and Mitigation in the Evaluation of Authorship VerificationJanek Bevendorff, Matthias Hagen, Benno Stein, Martin Potthast. 6301-6306 [doi]
- Numeracy-600K: Learning Numeracy for Detecting Exaggerated Information in Market CommentsChung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura, Hsin-Hsi Chen. 6307-6313 [doi]
- Large-Scale Multi-Label Text Classification on EU LegislationIlias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Ion Androutsopoulos. 6314-6322 [doi]
- Why Didn't You Listen to Me? Comparing User Control of Human-in-the-Loop Topic ModelsVarun Kumar, Alison Smith-Renner, Leah Findlater, Kevin D. Seppi, Jordan L. Boyd-Graber. 6323-6330 [doi]
- Encouraging Paragraph Embeddings to Remember Sentence Identity Improves ClassificationTu Vu, Mohit Iyyer. 6331-6338 [doi]
- A Multi-Task Architecture on Relevance-based Neural Query TranslationSheikh Muhammad Sarwar, Hamed Bonab, James Allan. 6339-6344 [doi]
- Topic Modeling with Wasserstein AutoencodersFeng Nan, Ran Ding, Ramesh Nallapati, Bing Xiang. 6345-6381 [doi]
- Dense Procedure Captioning in Narrated Instructional VideosBotian Shi, Lei Ji, Yaobo Liang, Nan Duan, Peng Chen, Zhendong Niu, Ming Zhou. 6382-6391 [doi]
- Latent Variable Model for Multi-modal TranslationIacer Calixto, Miguel Rios, Wilker Aziz. 6392-6405 [doi]
- Identifying Visible Actions in Lifestyle VlogsOana Ignat, Laura Burdick, Jia Deng, Rada Mihalcea. 6406-6417 [doi]
- A Corpus for Reasoning about Natural Language Grounded in PhotographsAlane Suhr, Stephanie Zhou, Ally Zhang, Iris Zhang, Huajun Bai, Yoav Artzi. 6418-6428 [doi]
- Learning to Discover, Ground and Use Words with Segmental Neural Language ModelsKazuya Kawakami, Chris Dyer, Phil Blunsom. 6429-6441 [doi]
- What Should I Ask? Using Conversationally Informative Rewards for Goal-oriented Visual DialogPushkar Shukla, Carlos E. L. Elmadjian, Richika Sharan, Vivek Kulkarni, Matthew Turk, William Yang Wang. 6442-6451 [doi]
- Symbolic Inductive Bias for Visually Grounded Learning of Spoken LanguageGrzegorz Chrupala. 6452-6462 [doi]
- Multi-step Reasoning via Recurrent Dual Attention for Visual DialogZhe Gan, Yu Cheng, Ahmed El Kholy, Linjie Li, Jingjing Liu, Jianfeng Gao. 6463-6474 [doi]
- Lattice Transformer for Speech TranslationPei Zhang, Niyu Ge, Boxing Chen, Kai Fan. 6475-6484 [doi]
- Informative Image Captioning with External Sources of InformationSanqiang Zhao, Piyush Sharma, Tomer Levinboim, Radu Soricut. 6485-6494 [doi]
- CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven CommunicationJin-Hwa Kim, Nikita Kitaev, Xinlei Chen, Marcus Rohrbach, Byoung-Tak Zhang, Yuandong Tian, Dhruv Batra, Devi Parikh. 6495-6513 [doi]
- Bridging by Word: Image Grounded Vocabulary Construction for Visual CaptioningZhihao Fan, Zhongyu Wei, Siyuan Wang, Xuanjing Huang. 6514-6524 [doi]
- Distilling Translations with Visual AwarenessJulia Ive, Pranava Madhyastha, Lucia Specia. 6525-6538 [doi]
- VIFIDEL: Evaluating the Visual Fidelity of Image DescriptionsPranava Madhyastha, Josiah Wang, Lucia Specia. 6539-6550 [doi]
- Are You Looking? Grounding to Multiple Modalities in Vision-and-Language NavigationRonghang Hu, Daniel Fried, Anna Rohrbach, Dan Klein, Trevor Darrell, Kate Saenko. 6551-6557 [doi]
- Multimodal Transformer for Unaligned Multimodal Language SequencesYao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, J. Zico Kolter, Louis-Philippe Morency, Ruslan Salakhutdinov. 6558-6569 [doi]
- Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-ray ReportsBaoyu Jing, Zeya Wang, Eric P. Xing. 6570-6580 [doi]
- Visual Story Post-EditingTing-Yao Hsu, Chieh-Yang Huang, Yen-Chia Hsu, Ting-Hao K. Huang. 6581-6586 [doi]
- Multimodal Abstractive Summarization for How2 VideosShruti Palaskar, Jindrich Libovický, Spandana Gella, Florian Metze. 6587-6596 [doi]
- Learning to Relate from Captions and Bounding BoxesSarthak Garg, Joel Ruben Antony Moniz, Anshu Aviral, Priyatham Bollimpalli. 6597-6603 [doi]