| 2019 | Segmentation-free compositional n-gram embedding. | Geewook Kim, Kazuki Fukui, Hidetoshi Shimodaira |
| 2019 | Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging. | Apostolos Kemos, Heike Adel, Hinrich Schtze |
| 2019 | Syntax-aware Neural Semantic Role Labeling with Supertags. | Jungo Kasai, Dan Friedman, Robert Frank, Dragomir R. Radev, Owen Rambow |
| 2019 | News Article Teaser Tweets and How to Generate Them. | Sanjeev Kumar Karn, Mark Buckley, Ulli Waltinger, Hinrich Schtze |
| 2019 | Learning Hierarchical Discourse-level Structure for Fake News Detection. | Hamid Karimi, Jiliang Tang |
| 2019 | PoMo: Generating Entity-Specific Post-Modifiers in Context. | Jun Seok Kang, Robert L. Logan IV, Zewei Chu, Yang Chen, Dheeru Dua, Kevin Gimpel, Sameer Singh, Niranjan Balasubramanian |
| 2019 | Computational Investigations of Pragmatic Effects in Natural Language. | Jad Kabbara |
| 2019 | pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference. | Mandar Joshi, Eunsol Choi, Omer Levy, Daniel S. Weld, Luke Zettlemoyer |
| 2019 | Cross-lingual Transfer Learning for Japanese Named Entity Recognition. | Andrew Johnson, Penny Karanasou, Judith Gaspers, Dietrich Klakow |
| 2019 | An Effective Label Noise Model for DNN Text Classification. | Ishan Jindal, Daniel Pressel, Brian Lester, Matthew S. Nokleby |
| 2019 | Better Modeling of Incomplete Annotations for Named Entity Recognition. | Zhanming Jie, Pengjun Xie, Wei Lu, Ruixue Ding, Linlin Li |
| 2019 | Document-Level N-ary Relation Extraction with Multiscale Representation Learning. | Robin Jia, Cliff Wong, Hoifung Poon |
| 2019 | HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition. | Wenxiang Jiao, Haiqin Yang, Irwin King, Michael R. Lyu |
| 2019 | Adaptive Convolution for Multi-Relational Learning. | Xiaotian Jiang, Quan Wang, Bin Wang |
| 2019 | FreebaseQA: A New Factoid QA Data Set Matching Trivia-Style Question-Answer Pairs with Freebase. | Kelvin Jiang, Dekun Wu, Hui Jiang |
| 2019 | Zero-Shot Cross-Lingual Opinion Target Extraction. | Soufian Jebbara, Philipp Cimiano |
| 2019 | Attention is not Explanation. | Sarthak Jain, Byron C. Wallace |
| 2019 | Multi-Channel Convolutional Neural Network for Twitter Emotion and Sentiment Recognition. | Jumayel Islam, Robert E. Mercer, Lu Xiao |
| 2019 | Scalable Collapsed Inference for High-Dimensional Topic Models. | Rashidul Islam, James R. Foulds |
| 2019 | Learning to Describe Unknown Phrases with Local and Global Contexts. | Shonosuke Ishiwatari, Hiroaki Hayashi, Naoki Yoshinaga, Graham Neubig, Shoetsu Sato, Masashi Toyoda, Masaru Kitsuregawa |
| 2019 | Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation. | Radu Tudor Ionescu, Andrei M. Butnaru |
| 2019 | Community lexical access for an endangered polysynthetic language: An electronic dictionary for St. Lawrence Island Yupik. | Benjamin Hunt, Emily Chen, Sylvia L. R. Schreiner, Lane Schwartz |
| 2019 | Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting. | J. Edward Hu, Huda Khayrallah, Ryan Culkin, Patrick Xia, Tongfei Chen, Matt Post, Benjamin Van Durme |
| 2019 | Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data. | Yin Jou Huang, Jing Lu, Sadao Kurohashi, Vincent Ng |
| 2019 | Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging. | Lifu Huang, Heng Ji, Jonathan May |