| 2019 | Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text. | Ahmad Sakor, Isaiah Onando Mulang', Kuldeep Singh, Saeedeh Shekarpour, Maria-Esther Vidal, Jens Lehmann, Sren Auer |
| 2019 | Implementation of a Chomsky-Schtzenberger n-best parser for weighted multiple context-free grammars. | Thomas Ruprecht, Tobias Denkinger |
| 2019 | Transfer Learning in Natural Language Processing. | Sebastian Ruder, Matthew E. Peters, Swabha Swayamdipta, Thomas Wolf |
| 2019 | Predicting Malware Attributes from Cybersecurity Texts. | Arpita Roy, Youngja Park, Shimei Pan |
| 2019 | Combining Discourse Markers and Cross-lingual Embeddings for Synonym-Antonym Classification. | Michael Roth, Shyam Upadhyay |
| 2019 | Learning Relational Representations by Analogy using Hierarchical Siamese Networks. | Gaetano Rossiello, Alfio Gliozzo, Robert Farrell, Nicolas R. Fauceglia, Michael R. Glass |
| 2019 | Adversarial Decomposition of Text Representation. | Alexey Romanov, Anna Rumshisky, Anna Rogers, David Donahue |
| 2019 | What's in a Name? Reducing Bias in Bios without Access to Protected Attributes. | Alexey Romanov, Maria De-Arteaga, Hanna M. Wallach, Jennifer T. Chayes, Christian Borgs, Alexandra Chouldechova, Sahin Cem Geyik, Krishnaram Kenthapadi, Anna Rumshisky, Adam Kalai |
| 2019 | Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions. | Omid Rohanian, Shiva Taslimipoor, Samaneh Kouchaki, Le An Ha, Ruslan Mitkov |
| 2019 | Multi-Level Memory for Task Oriented Dialogs. | Revanth Reddy, Danish Contractor, Dinesh Raghu, Sachindra Joshi |
| 2019 | Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages. | Shauli Ravfogel, Yoav Goldberg, Tal Linzen |
| 2019 | Scaling Multi-Domain Dialogue State Tracking via Query Reformulation. | Pushpendre Rastogi, Arpit Gupta, Tongfei Chen, Lambert Mathias |
| 2019 | Low-Resource Syntactic Transfer with Unsupervised Source Reordering. | Mohammad Sadegh Rasooli, Michael Collins |
| 2019 | Answer-based Adversarial Training for Generating Clarification Questions. | Sudha Rao, Hal Daum III |
| 2019 | Dialogue Act Classification with Context-Aware Self-Attention. | Vipul Raheja, Joel R. Tetreault |
| 2019 | Disentangling Language and Knowledge in Task-Oriented Dialogs. | Dinesh Raghu, Nikhil Gupta, Mausam |
| 2019 | Adversarial Category Alignment Network for Cross-domain Sentiment Classification. | Xiaoye Qu, Zhikang Zou, Yu Cheng, Yang Yang, Pan Zhou |
| 2019 | Adapting RNN Sequence Prediction Model to Multi-label Set Prediction. | Kechen Qin, Cheng Li, Virgil Pavlu, Javed A. Aslam |
| 2019 | GraphIE: A Graph-Based Framework for Information Extraction. | Yujie Qian, Enrico Santus, Zhijing Jin, Jiang Guo, Regina Barzilay |
| 2019 | Document-Level Event Factuality Identification via Adversarial Neural Network. | Zhong Qian, Peifeng Li, Qiaoming Zhu, Guodong Zhou |
| 2019 | Learning to Decipher Hate Symbols. | Jing Qian, Mai ElSherief, Elizabeth M. Belding, William Yang Wang |
| 2019 | Using Natural Language Relations between Answer Choices for Machine Comprehension. | Rajkumar Pujari, Dan Goldwasser |
| 2019 | Learning Interpretable Negation Rules via Weak Supervision at Document Level: A Reinforcement Learning Approach. | Nicolas Prllochs, Stefan Feuerriegel, Dirk Neumann |
| 2019 | Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models. | Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier |
| 2019 | In Other News: a Bi-style Text-to-speech Model for Synthesizing Newscaster Voice with Limited Data. | Nishant Prateek, Mateusz Lajszczak, Roberto Barra-Chicote, Thomas Drugman, Jaime Lorenzo-Trueba, Thomas Merritt, Srikanth Ronanki, Trevor Wood |