Table of Contents

• Analysing Neural Language Models: Contextual Decomposition Reveals Default Reasoning in Number and Gender AssignmentJaap Jumelet, Willem H. Zuidema, Dieuwke Hupkes. 1-11 [doi]
• Deconstructing Supertagging into Multi-Task Sequence PredictionZhenqi Zhu, Anoop Sarkar. 12-21 [doi]
• Multilingual Model Using Cross-Task Embedding ProjectionJin Sakuma, Naoki Yoshinaga 0001. 22-32 [doi]
• Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level EvaluationQianchu Liu, Diana McCarthy, Ivan Vulic, Anna Korhonen. 33-43 [doi]
• Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and ClusteringJ. Edward Hu, Abhinav Singh, Nils Holzenberger, Matt Post, Benjamin Van Durme. 44-54 [doi]
• Large-Scale Representation Learning from Visually Grounded Untranscribed SpeechGabriel Ilharco, Yuan Zhang, Jason Baldridge. 55-65 [doi]
• Using Priming to Uncover the Organization of Syntactic Representations in Neural Language ModelsGrusha Prasad, Marten Van Schijndel, Tal Linzen. 66-76 [doi]
• Say Anything: Automatic Semantic Infelicity Detection in L2 English Indefinite PronounsElla Rabinovich, Julia Watson, Barend Beekhuizen, Suzanne Stevenson. 77-86 [doi]
• Compositional Generalization in Image CaptioningMitja Nikolaus, Mostafa Abdou, Matthew Lamm, Rahul Aralikatte, Desmond Elliott. 87-98 [doi]
• Representing Movie Characters in DialoguesMahmoud Azab, Noriyuki Kojima, Jia Deng, Rada Mihalcea. 99-109 [doi]
• Cross-Lingual Word Embeddings and the Structure of the Human Bilingual LexiconPaola Merlo, Maria Andueza Rodriguez. 110-120 [doi]
• Federated Learning of N-Gram Language ModelsMingqing Chen, Ananda Theertha Suresh, Rajiv Mathews, Adeline Wong, Cyril Allauzen, Françoise Beaufays, Michael Riley 0001. 121-130 [doi]
• Learning Conceptual Spaces with Disentangled FacetsRana Alshaikh, Zied Bouraoui, Steven Schockaert. 131-139 [doi]
• Weird Inflects but OK: Making Sense of Morphological Generation ErrorsKyle Gorman, Arya D. McCarthy, Ryan Cotterell, Ekaterina Vylomova, Miikka Silfverberg, Magdalena Markowska. 140-151 [doi]
• Learning to Represent Bilingual DictionariesMuhao Chen, Yingtao Tian, Haochen Chen, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo. 152-162 [doi]
• Improving Natural Language Understanding by Reverse Mapping Bytepair EncodingChaodong Tong, Huailiang Peng, Qiong Dai, Lei Jiang 0003, Jianghua Huang. 163-173 [doi]
• Made for Each Other: Broad-Coverage Semantic Structures Meet Preposition SupersensesJakob Prange, Nathan Schneider, Omri Abend. 174-185 [doi]
• Generating Timelines by Modeling Semantic ChangeGuy D. Rosin, Kira Radinsky. 186-195 [doi]
• Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial DatasetsOhad Rozen, Vered Shwartz, Roee Aharoni, Ido Dagan. 196-205 [doi]
• Fully Unsupervised Crosslingual Semantic Textual Similarity Metric Based on BERT for Identifying Parallel DataChi-kiu Lo, Michel Simard. 206-215 [doi]
• On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource LanguagesYi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube 0001, Roi Reichart, Anna Korhonen. 216-226 [doi]
• Comparing Top-Down and Bottom-Up Neural Generative Dependency ModelsAustin Matthews, Graham Neubig, Chris Dyer. 227-237 [doi]
• Representation Learning and Dynamic Programming for Arc-Hybrid ParsingJoseph Le Roux, Antoine Rozenknop, Mathieu Lacroix. 238-248 [doi]
• Policy Preference Detection in Parliamentary Debate MotionsGavin Abercrombie, Federico Nanni, Riza Batista-Navarro, Simone Paolo Ponzetto. 249-259 [doi]
• Improving Neural Machine Translation by Achieving Knowledge Transfer with Sentence Alignment LearningXuewen Shi, Heyan Huang, Wenguan Wang, Ping Jian, Yi-Kun Tang. 260-270 [doi]
• Code-Switched Language Models Using Neural Based Synthetic Data from Parallel SentencesGenta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung. 271-280 [doi]
• Unsupervised Neural Machine Translation with Future RewardingXiangpeng Wei, Yue Hu 0002, Luxi Xing, Li Gao. 281-290 [doi]
• Automatically Extracting Challenge Sets for Non-Local Phenomena in Neural Machine TranslationLeshem Choshen, Omri Abend. 291-303 [doi]
• Low-Resource Parsing with Crosslingual Contextualized RepresentationsPhoebe Mulcaire, Jungo Kasai, Noah A. Smith. 304-315 [doi]
• Improving Pre-Trained Multilingual Model with Vocabulary ExpansionHai Wang, Dian Yu, Kai Sun, Jianshu Chen, Dong Yu. 316-327 [doi]
• On the Relation between Position Information and Sentence Length in Neural Machine TranslationMasato Neishi, Naoki Yoshinaga 0001. 328-338 [doi]
• Word Recognition, Competition, and Activation in a Model of Visually Grounded SpeechWilliam N. Havard, Jean-Pierre Chevrot, Laurent Besacier. 339-348 [doi]
• EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language InferenceAbhilasha Ravichander, Aakanksha Naik, Carolyn Penstein Rosé, Eduard H. Hovy. 349-361 [doi]
• Linguistic Analysis Improves Neural Metaphor DetectionKevin Stowe, Sarah Moeller, Laura A. Michaelis, Martha Palmer. 362-371 [doi]
• Cross-Lingual Dependency Parsing with Unlabeled Auxiliary LanguagesWasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Kai-Wei Chang, Nanyun Peng. 372-382 [doi]
• A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act ClassificationRuizhe Li, Chenghua Lin, Matthew Collinson, Xiao Li, Guanyi Chen. 383-392 [doi]
• Mimic and Rephrase: Reflective Listening in Open-Ended DialogueJustin Dieter, Tian Wang, Arun Tejasvi Chaganty, Gabor Angeli, Angel X. Chang. 393-403 [doi]
• Automated Pyramid Summarization EvaluationYanjun Gao, Chen Sun, Rebecca J. Passonneau. 404-418 [doi]
• A Case Study on Combining ASR and Visual Features for Generating Instructional Video CaptionsJack Hessel, Bo Pang, Zhenhai Zhu, Radu Soricut. 419-429 [doi]
• Leveraging Past References for Robust Language GroundingSubhro Roy, Michael Noseworthy, Rohan Paul, Daehyung Park, Nicholas Roy. 430-440 [doi]
• Procedural Reasoning Networks for Understanding Multimodal ProceduresMustafa Sercan Amac, Semih Yagcioglu, Aykut Erdem, Erkut Erdem. 441-451 [doi]
• On the Limits of Learning to Actively Learn Semantic RepresentationsOmri Koshorek, Gabriel Stanovsky, Yichu Zhou, Vivek Srikumar, Jonathan Berant. 452-462 [doi]
• How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?Hila Gonen, Yova Kementchedjhieva, Yoav Goldberg. 463-471 [doi]
• Active Learning via Membership Query Synthesis for Semi-Supervised Sentence ClassificationRaphael Schumann, Ines Rehbein. 472-481 [doi]
• A General-Purpose Algorithm for Constrained Sequential InferenceDaniel Deutsch, Shyam Upadhyay, Dan Roth. 482-492 [doi]
• A Richly Annotated Corpus for Different Tasks in Automated Fact-CheckingAndreas Hanselowski, Christian Stab, Claudia Schulz 0001, Zile Li, Iryna Gurevych. 493-503 [doi]
• Detecting Frames in News Headlines and Its Application to Analyzing News Framing Trends Surrounding U.S. Gun ViolenceSiyi Liu, Lei Guo, Kate K. Mays, Margrit Betke, Derry Tanti Wijaya. 504-514 [doi]
• Learning a Unified Named Entity Tagger from Multiple Partially Annotated Corpora for Efficient AdaptationXiao Huang, Li Dong, Elizabeth Boschee, Nanyun Peng. 515-527 [doi]
• Learning Dense Representations for Entity RetrievalDaniel Gillick, Sayali Kulkarni, Larry Lansing, Alessandro Presta, Jason Baldridge, Eugene Ie, Diego García-Olano. 528-537 [doi]
• CogniVal: A Framework for Cognitive Word Embedding EvaluationNora Hollenstein, Antonio de la Torre, Nicolas Langer, Ce Zhang. 538-549 [doi]
• KnowSemLM: A Knowledge Infused Semantic Language ModelHaoruo Peng, Qiang Ning, Dan Roth. 550-562 [doi]
• Neural Attentive Bag-of-Entities Model for Text ClassificationIkuya Yamada, Hiroyuki Shindo. 563-573 [doi]
• Roll Call Vote Prediction with Knowledge Augmented ModelsPallavi Patil, Kriti Myer, Ronak Zala, Arpit Singh, Sheshera Mysore, Andrew McCallum, Adrian Benton, Amanda Stent. 574-581 [doi]
• BeamSeg: A Joint Model for Multi-Document Segmentation and Topic IdentificationPedro Mota, Maxine Eskénazi, Luísa Coheur. 582-592 [doi]
• MrMep: Joint Extraction of Multiple Relations and Multiple Entity Pairs Based on Triplet AttentionJiayu Chen, Caixia Yuan, Xiaojie Wang, Ziwei Bai. 593-602 [doi]
• Effective Attention Modeling for Neural Relation ExtractionTapas Nayak, Hwee Tou Ng. 603-612 [doi]
• Exploiting the Entity Type Sequence to Benefit Event DetectionYuze Ji, Youfang Lin, Jianwei Gao, Huaiyu Wan. 613-623 [doi]
• Named Entity Recognition - Is There a Glass Ceiling?Tomasz Stanislawek, Anna Wróblewska, Alicja Wójcicka, Daniel Ziembicki, Przemyslaw Biecek. 624-633 [doi]
• Low-Rank Approximations of Second-Order Document RepresentationsJarkko Lagus, Janne Sinkkonen, Arto Klami. 634-644 [doi]
• Named Entity Recognition with Partially Annotated Training DataStephen Mayhew 0001, Snigdha Chaturvedi, Chen-Tse Tsai, Dan Roth. 645-655 [doi]
• Contextualized Cross-Lingual Event Trigger Extraction with Minimal ResourcesMeryem M'hamdi, Marjorie Freedman, Jonathan May. 656-665 [doi]
• Deep Structured Neural Network for Event Temporal Relation ExtractionRujun Han, I-Hung Hsu, Mu Yang, Aram Galstyan, Ralph M. Weischedel, Nanyun Peng. 666-106 [doi]
• Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity LinkingSamuel Broscheit. 677-685 [doi]
• Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation ClassificationHsin-Ping Huang, Junyi Jessy Li. 686-695 [doi]
• Evidence Sentence Extraction for Machine Reading ComprehensionHai Wang, Dian Yu, Kai Sun, Jianshu Chen, Dong Yu, David A. McAllester, Dan Roth. 696-707 [doi]
• SimVecs: Similarity-Based Vectors for Utterance Representation in Conversational AI SystemsAshraf Mahgoub, Youssef Shahin, Riham Mansour, Saurabh Bagchi. 708-717 [doi]
• Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party ChatbotsCao Liu, Kang Liu 0001, Shizhu He, Zaiqing Nie, Jun Zhao 0001. 718-727 [doi]
• Memory Graph Networks for Explainable Memory-grounded Question AnsweringSeungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba. 728-736 [doi]
• TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-Based ChatbotsWentao Ma, Yiming Cui, Nan Shao, Su He, Weinan Zhang 0003, Ting Liu 0001, Shijin Wang, Guoping Hu. 737-746 [doi]
• Relation Module for Non-Answerable Predictions on Reading ComprehensionKevin Huang, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou. 747-756 [doi]
• Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-Human Conversation ScenariosKunho Kim, Rahul Jha, Kyle Williams, Alex Marin, Imed Zitouni. 757-767 [doi]
• Window-Based Neural Tagging for Shallow Discourse Argument LabelingRené Knaebel, Manfred Stede, Sebastian Stober. 768-777 [doi]
• TILM: Neural Language Models with Evolving Topical InfluenceShubhra Kanti Karmaker Santu, Kalyan Veeramachaneni, ChengXiang Zhai. 778-788 [doi]
• Pretraining-Based Natural Language Generation for Text SummarizationHaoyu Zhang, Jingjing Cai, Jianjun Xu, Ji Wang. 789-797 [doi]
• Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue GenerationYi-An Lai, Arshit Gupta, Yi Zhang. 798-811 [doi]
• Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from TextVishwajeet Kumar, Ganesh Ramakrishnan, Yuan-Fang Li. 812-821 [doi]
• In Conclusion Not Repetition: Comprehensive Abstractive Summarization with Diversified Attention Based on Determinantal Point ProcessesLei Li, Wei Liu, Marina Litvak, Natalia Vanetik, Zuying Huang. 822-832 [doi]
• Generating Formality-Tuned Summaries Using Input-Dependent RewardsKushal Chawla, Balaji Vasan Srinivasan, Niyati Chhaya. 833-842 [doi]
• Do Massively Pretrained Language Models Make Better Storytellers?Abigail See, Aneesh Pappu, Rohun Saxena, Akhila Yerukola, Christopher D. Manning. 843-861 [doi]
• Self-Adaptive Scaling for Learnable Residual StructureFenglin Liu, Meng Gao, Yuanxin Liu, Kai Lei. 862-870 [doi]
• BIOfid Dataset: Publishing a German Gold Standard for Named Entity Recognition in Historical Biodiversity LiteratureSajawel Ahmed, Manuel Stoeckel, Christine Driller, Adrian Pachzelt, Alexander Mehler. 871-880 [doi]
• Slang Detection and IdentificationZhengqi Pei, Zhewei Sun, Yang Xu 0001. 881-889 [doi]
• Alleviating Sequence Information Loss with Data Overlapping and Prime Batch SizesNoémien Kocher, Christian Scuito, Lorenzo Tarantino, Alexandros Lazaridis, Andreas Fischer, Claudiu Musat. 890-899 [doi]
• Global Autoregressive Models for Data-Efficient Sequence LearningTetiana Parshakova, Jean-Marc Andreoli, Marc Dymetman. 900-909 [doi]
• Learning Analogy-Preserving Sentence Embeddings for Answer SelectionAïssatou Diallo, Markus Zopf, Johannes Fürnkranz. 910-919 [doi]
• A Simple and Effective Method for Injecting Word-Level Information into Character-Aware Neural Language ModelsYukun Feng, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. 920-928 [doi]
• On Model Stability as a Function of Random SeedPranava Madhyastha, Rishabh Jain. 929-939 [doi]
• Studying Generalisability across Abusive Language Detection DatasetsSteve Durairaj Swamy, Anupam Jamatia, Björn Gambäck. 940-950 [doi]
• Reduce & Attribute: Two-Step Authorship Attribution for Large-Scale ProblemsMichael Tschuggnall, Benjamin Murauer, Günther Specht. 951-960 [doi]
• Variational Semi-Supervised Aspect-Term Sentiment Analysis via TransformerXingyi Cheng, Weidi Xu, Taifeng Wang, Wei Chu, Weipeng Huang, Kunlong Chen, Junfeng Hu. 961-969 [doi]
• Learning to Detect Opinion Snippet for Aspect-Based Sentiment AnalysisMengting Hu, Shiwan Zhao, Honglei Guo, Renhong Cheng, Zhong Su. 970-979 [doi]
• Multi-Level Sentiment Analysis of PolEmo 2.0: Extended Corpus of Multi-Domain Consumer ReviewsJan Kocon, Piotr Milkowski, Monika Zasko-Zielinska. 980-991 [doi]
• A Personalized Sentiment Model with Textual and Contextual InformationSiwen Guo, Sviatlana Höhn, Christoph Schommer. 992-1001 [doi]
• Cluster-Gated Convolutional Neural Network for Short Text ClassificationHaidong Zhang, Wancheng Ni, Meijing Zhao, Ziqi Lin. 1002-1011 [doi]
• Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk StratificationTushaar Gangavarapu, Gokul S. Krishnan, Sowmya Kamath S.. 1012-1022 [doi]
• Predicting the Role of Political Trolls in Social MediaAtanas Atanasov, Gianmarco De Francisci Morales, Preslav Nakov. 1023-1034 [doi]
• Towards a Unified End-to-End Approach for Fully Unsupervised Cross-Lingual Sentiment AnalysisYanlin Feng, Xiaojun Wan 0001. 1035-1044 [doi]