| 2019 | Microblog Hashtag Generation via Encoding Conversation Contexts. | Yue Wang, Jing Li, Irwin King, Michael R. Lyu, Shuming Shi |
| 2019 | The Lower The Simpler: Simplifying Hierarchical Recurrent Models. | Chao Wang, Hui Jiang |
| 2019 | Casting Light on Invisible Cities: Computationally Engaging with Literary Criticism. | Shufan Wang, Mohit Iyyer |
| 2019 | Adversarial Training for Weakly Supervised Event Detection. | Xiaozhi Wang, Xu Han, Zhiyuan Liu, Maosong Sun, Peng Li |
| 2019 | Topic-Guided Variational Auto-Encoder for Text Generation. | Wenlin Wang, Zhe Gan, Hongteng Xu, Ruiyi Zhang, Guoyin Wang, Dinghan Shen, Changyou Chen, Lawrence Carin |
| 2019 | Ranking-Based Autoencoder for Extreme Multi-label Classification. | Bingyu Wang, Li Chen, Wei Sun, Kechen Qin, Kefeng Li, Hui Zhou |
| 2019 | Unsupervised Deep Structured Semantic Models for Commonsense Reasoning. | Shuohang Wang, Sheng Zhang, Yelong Shen, Xiaodong Liu, Jingjing Liu, Jianfeng Gao, Jing Jiang |
| 2019 | Contextualization of Morphological Inflection. | Ekaterina Vylomova, Ryan Cotterell, Trevor Cohn, Timothy Baldwin, Jason Eisner |
| 2019 | Lost in Interpretation: Predicting Untranslated Terminology in Simultaneous Interpretation. | Nikolai Vogler, Craig Stewart, Graham Neubig |
| 2019 | Harry Potter and the Action Prediction Challenge from Natural Language. | David Vilares, Carlos Gmez-Rodrguez |
| 2019 | Better, Faster, Stronger Sequence Tagging Constituent Parsers. | David Vilares, Mostafa Abdou, Anders Sgaard |
| 2019 | The problem with probabilistic DAG automata for semantic graphs. | Ieva Vasiljeva, Sorcha Gilroy, Adam Lopez |
| 2019 | Improving Robustness of Machine Translation with Synthetic Noise. | Vaibhav, Sumeet Singh, Craig Stewart, Graham Neubig |
| 2019 | Litigation Analytics: Extracting and querying motions and orders from US federal courts. | Thomas Vacek, Dezhao Song, Hugo Molina-Salgado, Ronald Teo, Conner Cowling, Frank Schilder |
| 2019 | ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems. | Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Nazanin Esmaili, Massimo Piccardi |
| 2019 | Benchmarking Approximate Inference Methods for Neural Structured Prediction. | Lifu Tu, Kevin Gimpel |
| 2019 | Repurposing Entailment for Multi-Hop Question Answering Tasks. | Harsh Trivedi, Heeyoung Kwon, Tushar Khot, Ashish Sabharwal, Niranjan Balasubramanian |
| 2019 | Short-Term Meaning Shift: A Distributional Exploration. | Marco Del Tredici, Raquel Fernndez, Gemma Boleda |
| 2019 | Relation Classification Using Segment-Level Attention-based CNN and Dependency-based RNN. | Van-Hien Tran, Van-Thuy Phi, Hiroyuki Shindo, Yuji Matsumoto |
| 2019 | Shrinking Japanese Morphological Analyzers With Neural Networks and Semi-supervised Learning. | Arseny Tolmachev, Daisuke Kawahara, Sadao Kurohashi |
| 2019 | AttentiveChecker: A Bi-Directional Attention Flow Mechanism for Fact Verification. | Santosh Tokala, Vishal G, Avirup Saha, Niloy Ganguly |
| 2019 | Generating Token-Level Explanations for Natural Language Inference. | James Thorne, Andreas Vlachos, Christos Christodoulopoulos, Arpit Mittal |
| 2019 | Overcoming Catastrophic Forgetting During Domain Adaptation of Neural Machine Translation. | Brian Thompson, Jeremy Gwinnup, Huda Khayrallah, Kevin Duh, Philipp Koehn |
| 2019 | Shifting the Baseline: Single Modality Performance on Visual Navigation & QA. | Jesse Thomason, Daniel Gordon, Yonatan Bisk |
| 2019 | Evaluating Text GANs as Language Models. | Guy Tevet, Gavriel Habib, Vered Shwartz, Jonathan Berant |