| 2019 | A Case Study on Combining ASR and Visual Features for Generating Instructional Video Captions. Jack Hessel, Bo Pang, Zhenhai Zhu, Radu Soricut |
| 2019 | A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification. Ruizhe Li, Chenghua Lin, Matthew Collinson, Xiao Li, Guanyi Chen |
| 2019 | A General-Purpose Algorithm for Constrained Sequential Inference. Daniel Deutsch, Shyam Upadhyay, Dan Roth |
| 2019 | A Personalized Sentiment Model with Textual and Contextual Information. Siwen Guo, Sviatlana Höhn, Christoph Schommer |
| 2019 | A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking. Andreas Hanselowski, Christian Stab, Claudia Schulz, Zile Li, Iryna Gurevych |
| 2019 | A Simple and Effective Method for Injecting Word-Level Information into Character-Aware Neural Language Models. Yukun Feng, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura |
| 2019 | Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification. Raphael Schumann, Ines Rehbein |
| 2019 | Alleviating Sequence Information Loss with Data Overlapping and Prime Batch Sizes. Noémien Kocher, Christian Scuito, Lorenzo Tarantino, Alexandros Lazaridis, Andreas Fischer, Claudiu Musat |
| 2019 | Analysing Neural Language Models: Contextual Decomposition Reveals Default Reasoning in Number and Gender Assignment. Jaap Jumelet, Willem H. Zuidema, Dieuwke Hupkes |
| 2019 | Automated Pyramid Summarization Evaluation. Yanjun Gao, Chen Sun, Rebecca J. Passonneau |
| 2019 | Automatically Extracting Challenge Sets for Non-Local Phenomena in Neural Machine Translation. Leshem Choshen, Omri Abend |
| 2019 | BIOfid Dataset: Publishing a German Gold Standard for Named Entity Recognition in Historical Biodiversity Literature. Sajawel Ahmed, Manuel Stoeckel, Christine Driller, Adrian Pachzelt, Alexander Mehler |
| 2019 | BeamSeg: A Joint Model for Multi-Document Segmentation and Topic Identification. Pedro Mota, Maxine Eskénazi, Luísa Coheur |
| 2019 | Cluster-Gated Convolutional Neural Network for Short Text Classification. Haidong Zhang, Wancheng Ni, Meijing Zhao, Ziqi Lin |
| 2019 | Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences. Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung |
| 2019 | CogniVal: A Framework for Cognitive Word Embedding Evaluation. Nora Hollenstein, Antonio de la Torre, Nicolas Langer, Ce Zhang |
| 2019 | Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification. Tushaar Gangavarapu, Gokul S. Krishnan, Sowmya Kamath S. |
| 2019 | Comparing Top-Down and Bottom-Up Neural Generative Dependency Models. Austin Matthews, Graham Neubig, Chris Dyer |
| 2019 | Compositional Generalization in Image Captioning. Mitja Nikolaus, Mostafa Abdou, Matthew Lamm, Rahul Aralikatte, Desmond Elliott |
| 2019 | Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources. Meryem M'hamdi, Marjorie Freedman, Jonathan May |
| 2019 | Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages. Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma, Kai-Wei Chang, Nanyun Peng |
| 2019 | Cross-Lingual Word Embeddings and the Structure of the Human Bilingual Lexicon. Paola Merlo, Maria Andueza Rodriguez |
| 2019 | Deconstructing Supertagging into Multi-Task Sequence Prediction. Zhenqi Zhu, Anoop Sarkar |
| 2019 | Deep Structured Neural Network for Event Temporal Relation Extraction. Rujun Han, I-Hung Hsu, Mu Yang, Aram Galstyan, Ralph M. Weischedel, Nanyun Peng |
| 2019 | Detecting Frames in News Headlines and Its Application to Analyzing News Framing Trends Surrounding U.S. Gun Violence. Siyi Liu, Lei Guo, Kate K. Mays, Margrit Betke, Derry Tanti Wijaya |
| 2019 | Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial Datasets. Ohad Rozen, Vered Shwartz, Roee Aharoni, Ido Dagan |
| 2019 | Do Massively Pretrained Language Models Make Better Storytellers? Abigail See, Aneesh Pappu, Rohun Saxena, Akhila Yerukola, Christopher D. Manning |
| 2019 | EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference. Abhilasha Ravichander, Aakanksha Naik, Carolyn P. Rosé, Eduard H. Hovy |
| 2019 | Effective Attention Modeling for Neural Relation Extraction. Tapas Nayak, Hwee Tou Ng |
| 2019 | Evidence Sentence Extraction for Machine Reading Comprehension. Hai Wang, Dian Yu, Kai Sun, Jianshu Chen, Dong Yu, David A. McAllester, Dan Roth |
| 2019 | Exploiting the Entity Type Sequence to Benefit Event Detection. Yuze Ji, Youfang Lin, Jianwei Gao, Huaiyu Wan |
| 2019 | Federated Learning of N-Gram Language Models. Mingqing Chen, Ananda Theertha Suresh, Rajiv Mathews, Adeline Wong, Cyril Allauzen, Françoise Beaufays, Michael Riley |
| 2019 | Fully Unsupervised Crosslingual Semantic Textual Similarity Metric Based on BERT for Identifying Parallel Data. Chi-kiu Lo, Michel Simard |
| 2019 | Generating Formality-Tuned Summaries Using Input-Dependent Rewards. Kushal Chawla, Balaji Vasan Srinivasan, Niyati Chhaya |
| 2019 | Generating Timelines by Modeling Semantic Change. Guy D. Rosin, Kira Radinsky |
| 2019 | Global Autoregressive Models for Data-Efficient Sequence Learning. Tetiana Parshakova, Jean-Marc Andreoli, Marc Dymetman |
| 2019 | Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation. Yi-An Lai, Arshit Gupta, Yi Zhang |
| 2019 | How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages? Hila Gonen, Yova Kementchedjhieva, Yoav Goldberg |
| 2019 | Improving Natural Language Understanding by Reverse Mapping Bytepair Encoding. Chaodong Tong, Huailiang Peng, Qiong Dai, Lei Jiang, Jianghua Huang |
| 2019 | Improving Neural Machine Translation by Achieving Knowledge Transfer with Sentence Alignment Learning. Xuewen Shi, Heyan Huang, Wenguan Wang, Ping Jian, Yi-Kun Tang |
| 2019 | Improving Pre-Trained Multilingual Model with Vocabulary Expansion. Hai Wang, Dian Yu, Kai Sun, Jianshu Chen, Dong Yu |
| 2019 | In Conclusion Not Repetition: Comprehensive Abstractive Summarization with Diversified Attention Based on Determinantal Point Processes. Lei Li, Wei Liu, Marina Litvak, Natalia Vanetik, Zuying Huang |
| 2019 | Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots. Cao Liu, Kang Liu, Shizhu He, Zaiqing Nie, Jun Zhao |
| 2019 | Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation. Qianchu Liu, Diana McCarthy, Ivan Vulic, Anna Korhonen |
| 2019 | Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking. Samuel Broscheit |
| 2019 | KnowSemLM: A Knowledge Infused Semantic Language Model. Haoruo Peng, Qiang Ning, Dan Roth |
| 2019 | Large-Scale Representation Learning from Visually Grounded Untranscribed Speech. Gabriel Ilharco, Yuan Zhang, Jason Baldridge |
| 2019 | Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering. J. Edward Hu, Abhinav Singh, Nils Holzenberger, Matt Post, Benjamin Van Durme |
| 2019 | Learning Analogy-Preserving Sentence Embeddings for Answer Selection. Aïssatou Diallo, Markus Zopf, Johannes Fürnkranz |
| 2019 | Learning Conceptual Spaces with Disentangled Facets. Rana Alshaikh, Zied Bouraoui, Steven Schockaert |
| 2019 | Learning Dense Representations for Entity Retrieval. Daniel Gillick, Sayali Kulkarni, Larry Lansing, Alessandro Presta, Jason Baldridge, Eugene Ie, Diego Garcia-Olano |
| 2019 | Learning a Unified Named Entity Tagger from Multiple Partially Annotated Corpora for Efficient Adaptation. Xiao Huang, Li Dong, Elizabeth Boschee, Nanyun Peng |
| 2019 | Learning to Detect Opinion Snippet for Aspect-Based Sentiment Analysis. Mengting Hu, Shiwan Zhao, Honglei Guo, Renhong Cheng, Zhong Su |
| 2019 | Learning to Represent Bilingual Dictionaries. Muhao Chen, Yingtao Tian, Haochen Chen, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo |
| 2019 | Leveraging Past References for Robust Language Grounding. Subhro Roy, Michael Noseworthy, Rohan Paul, Daehyung Park, Nicholas Roy |
| 2019 | Linguistic Analysis Improves Neural Metaphor Detection. Kevin Stowe, Sarah R. Moeller, Laura A. Michaelis, Martha Palmer |
| 2019 | Low-Rank Approximations of Second-Order Document Representations. Jarkko Lagus, Janne Sinkkonen, Arto Klami |
| 2019 | Low-Resource Parsing with Crosslingual Contextualized Representations. Phoebe Mulcaire, Jungo Kasai, Noah A. Smith |
| 2019 | Made for Each Other: Broad-Coverage Semantic Structures Meet Preposition Supersenses. Jakob Prange, Nathan Schneider, Omri Abend |
| 2019 | Memory Graph Networks for Explainable Memory-grounded Question Answering. Seungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba |
| 2019 | Mimic and Rephrase: Reflective Listening in Open-Ended Dialogue. Justin Dieter, Tian Wang, Arun Tejasvi Chaganty, Gabor Angeli, Angel X. Chang |
| 2019 | MrMep: Joint Extraction of Multiple Relations and Multiple Entity Pairs Based on Triplet Attention. Jiayu Chen, Caixia Yuan, Xiaojie Wang, Ziwei Bai |
| 2019 | Multi-Level Sentiment Analysis of PolEmo 2.0: Extended Corpus of Multi-Domain Consumer Reviews. Jan Kocon, Piotr Milkowski, Monika Zasko-Zielinska |
| 2019 | Multilingual Model Using Cross-Task Embedding Projection. Jin Sakuma, Naoki Yoshinaga |
| 2019 | Named Entity Recognition - Is There a Glass Ceiling? Tomasz Stanislawek, Anna Wróblewska, Alicja Wójcicka, Daniel Ziembicki, Przemyslaw Biecek |
| 2019 | Named Entity Recognition with Partially Annotated Training Data. Stephen Mayhew, Snigdha Chaturvedi, Chen-Tse Tsai, Dan Roth |
| 2019 | Neural Attentive Bag-of-Entities Model for Text Classification. Ikuya Yamada, Hiroyuki Shindo |
| 2019 | On Model Stability as a Function of Random Seed. Pranava Madhyastha, Rishabh Jain |
| 2019 | On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages. Yi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube, Roi Reichart, Anna Korhonen |
| 2019 | On the Limits of Learning to Actively Learn Semantic Representations. Omri Koshorek, Gabriel Stanovsky, Yichu Zhou, Vivek Srikumar, Jonathan Berant |
| 2019 | On the Relation between Position Information and Sentence Length in Neural Machine Translation. Masato Neishi, Naoki Yoshinaga |
| 2019 | Policy Preference Detection in Parliamentary Debate Motions. Gavin Abercrombie, Federico Nanni, Riza Batista-Navarro, Simone Paolo Ponzetto |
| 2019 | Predicting the Role of Political Trolls in Social Media. Atanas Atanasov, Gianmarco De Francisci Morales, Preslav Nakov |
| 2019 | Pretraining-Based Natural Language Generation for Text Summarization. Haoyu Zhang, Jingjing Cai, Jianjun Xu, Ji Wang |
| 2019 | Procedural Reasoning Networks for Understanding Multimodal Procedures. Mustafa Sercan Amac, Semih Yagcioglu, Aykut Erdem, Erkut Erdem |
| 2019 | Proceedings of the 23rd Conference on Computational Natural Language Learning, CoNLL 2019, Hong Kong, China, November 3-4, 2019 Mohit Bansal, Aline Villavicencio |
| 2019 | Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from Text. Vishwajeet Kumar, Ganesh Ramakrishnan, Yuan-Fang Li |
| 2019 | Reduce & Attribute: Two-Step Authorship Attribution for Large-Scale Problems. Michael Tschuggnall, Benjamin Murauer, Günther Specht |
| 2019 | Relation Module for Non-Answerable Predictions on Reading Comprehension. Kevin Huang, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou |
| 2019 | Representation Learning and Dynamic Programming for Arc-Hybrid Parsing. Joseph Le Roux, Antoine Rozenknop, Mathieu Lacroix |
| 2019 | Representing Movie Characters in Dialogues. Mahmoud Azab, Noriyuki Kojima, Jia Deng, Rada Mihalcea |
| 2019 | Roll Call Vote Prediction with Knowledge Augmented Models. Pallavi Patil, Kriti Myer, Ronak Zala, Arpit Singh, Sheshera Mysore, Andrew McCallum, Adrian Benton, Amanda Stent |
| 2019 | Say Anything: Automatic Semantic Infelicity Detection in L2 English Indefinite Pronouns. Ella Rabinovich, Julia Watson, Barend Beekhuizen, Suzanne Stevenson |
| 2019 | Self-Adaptive Scaling for Learnable Residual Structure. Fenglin Liu, Meng Gao, Yuanxin Liu, Kai Lei |
| 2019 | SimVecs: Similarity-Based Vectors for Utterance Representation in Conversational AI Systems. Ashraf Mahgoub, Youssef Shahin, Riham Mansour, Saurabh Bagchi |
| 2019 | Slang Detection and Identification. Zhengqi Pei, Zhewei Sun, Yang Xu |
| 2019 | Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-Human Conversation Scenarios. Kunho Kim, Rahul Jha, Kyle Williams, Alex Marin, Imed Zitouni |
| 2019 | Studying Generalisability across Abusive Language Detection Datasets. Steve Durairaj Swamy, Anupam Jamatia, Björn Gambäck |
| 2019 | TILM: Neural Language Models with Evolving Topical Influence. Shubhra Kanti Karmaker Santu, Kalyan Veeramachaneni, ChengXiang Zhai |
| 2019 | Towards a Unified End-to-End Approach for Fully Unsupervised Cross-Lingual Sentiment Analysis. Yanlin Feng, Xiaojun Wan |
| 2019 | TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-Based Chatbots. Wentao Ma, Yiming Cui, Nan Shao, Su He, Weinan Zhang, Ting Liu, Shijin Wang, Guoping Hu |
| 2019 | Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation Classification. Hsin-Ping Huang, Junyi Jessy Li |
| 2019 | Unsupervised Neural Machine Translation with Future Rewarding. Xiangpeng Wei, Yue Hu, Luxi Xing, Li Gao |
| 2019 | Using Priming to Uncover the Organization of Syntactic Representations in Neural Language Models. Grusha Prasad, Marten van Schijndel, Tal Linzen |
| 2019 | Variational Semi-Supervised Aspect-Term Sentiment Analysis via Transformer. Xingyi Cheng, Weidi Xu, Taifeng Wang, Wei Chu, Weipeng Huang, Kunlong Chen, Junfeng Hu |
| 2019 | Weird Inflects but OK: Making Sense of Morphological Generation Errors. Kyle Gorman, Arya D. McCarthy, Ryan Cotterell, Ekaterina Vylomova, Miikka Silfverberg, Magdalena Markowska |
| 2019 | Window-Based Neural Tagging for Shallow Discourse Argument Labeling. René Knaebel, Manfred Stede, Sebastian Stober |
| 2019 | Word Recognition, Competition, and Activation in a Model of Visually Grounded Speech. William N. Havard, Jean-Pierre Chevrot, Laurent Besacier |