| 2019 | Glocal: Incorporating Global Information in Local Convolution for Keyphrase Extraction. | Animesh Prasad, Min-Yen Kan |
| 2019 | Towards Content Transfer through Grounded Text Generation. | Shrimai Prabhumoye, Chris Quirk, Michel Galley |
| 2019 | A Crowdsourced Corpus of Multiple Judgments and Disagreement on Anaphoric Interpretation. | Massimo Poesio, Jon Chamberlain, Silviu Paun, Juntao Yu, Alexandra Uma, Udo Kruschwitz |
| 2019 | Train One Get One Free: Partially Supervised Neural Network for Bug Report Duplicate Detection and Clustering. | Lahari Poddar, Leonardo Neves, William Brendel, Lus Marujo, Sergey Tulyakov, Pradeep Karuturi |
| 2019 | Competence-based Curriculum Learning for Neural Machine Translation. | Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig, Barnabs Pczos, Tom M. Mitchell |
| 2019 | WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations. | Mohammad Taher Pilehvar, Jos Camacho-Collados |
| 2019 | On the Importance of Distinguishing Word Meaning Representations: A Case Study on Reverse Dictionary Mapping. | Mohammad Taher Pilehvar |
| 2019 | Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications. | Pouya Pezeshkpour, Yifan Tian, Sameer Singh |
| 2019 | Active Learning for New Domains in Natural Language Understanding. | Stanislav Peshterliev, John Kearney, Abhyuday Jagannatha, Imre Kiss, Spyros Matsoukas |
| 2019 | Text Generation with Exemplar-based Adaptive Decoding. | Hao Peng, Ankur P. Parikh, Manaal Faruqui, Bhuwan Dhingra, Dipanjan Das |
| 2019 | Improving Knowledge Base Construction from Robust Infobox Extraction. | Boya Peng, Yejin Huh, Xiao Ling, Michele Banko |
| 2019 | Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling. | Debjit Paul, Mittul Singh, Michael A. Hedderich, Dietrich Klakow |
| 2019 | Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs. | Debjit Paul, Anette Frank |
| 2019 | Conversation Model Fine-Tuning for Classifying Client Utterances in Counseling Dialogues. | Sungjoon Park, Donghyun Kim, Alice Oh |
| 2019 | Extraction of Message Sequence Charts from Software Use-Case Descriptions. | Girish Keshav Palshikar, Nitin Ramrakhiyani, Sangameshwar Patil, Sachin Pawar, Swapnil Hingmire, Vasudeva Varma, Pushpak Bhattacharyya |
| 2019 | A Robust Abstractive System for Cross-Lingual Summarization. | Jessica Ouyang, Boya Song, Kathy McKeown |
| 2019 | fairseq: A Fast, Extensible Toolkit for Sequence Modeling. | Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, Michael Auli |
| 2019 | Learning to Denoise Distantly-Labeled Data for Entity Typing. | Yasumasa Onoe, Greg Durrett |
| 2019 | Multi-Task Learning for Japanese Predicate Argument Structure Analysis. | Hikaru Omori, Mamoru Komachi |
| 2019 | NLP Whack-A-Mole: Challenges in Cross-Domain Temporal Expression Extraction. | Amy L. Olex, Luke Maffey, Bridget T. McInnes |
| 2019 | ADIDA: Automatic Dialect Identification for Arabic. | Ossama Obeid, Mohammad Salameh, Houda Bouamor, Nizar Habash |
| 2019 | Description-Based Zero-shot Fine-Grained Entity Typing. | Rasha Obeidat, Xiaoli Z. Fern, Hamed Shahbazi, Prasad Tadepalli |
| 2019 | Modeling Personal Biases in Language Use by Inducing Personalized Word Embeddings. | Daisuke Oba, Naoki Yoshinaga, Shoetsu Sato, Satoshi Akasaki, Masashi Toyoda |
| 2019 | Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering. | Jianmo Ni, Chenguang Zhu, Weizhu Chen, Julian J. McAuley |
| 2019 | Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation. | Xing Niu, Weijia Xu, Marine Carpuat |