| 2019 | Do Massively Pretrained Language Models Make Better Storytellers? | Abigail See, Aneesh Pappu, Rohun Saxena, Akhila Yerukola, Christopher D. Manning |
| 2019 | Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification. | Raphael Schumann, Ines Rehbein |
| 2019 | TILM: Neural Language Models with Evolving Topical Influence. | Shubhra Kanti Karmaker Santu, Kalyan Veeramachaneni, Chengxiang Zhai |
| 2019 | Multilingual Model Using Cross-Task Embedding Projection. | Jin Sakuma, Naoki Yoshinaga |
| 2019 | Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial Datasets. | Ohad Rozen, Vered Shwartz, Roee Aharoni, Ido Dagan |
| 2019 | Leveraging Past References for Robust Language Grounding. | Subhro Roy, Michael Noseworthy, Rohan Paul, Daehyung Park, Nicholas Roy |
| 2019 | Representation Learning and Dynamic Programming for Arc-Hybrid Parsing. | Joseph Le Roux, Antoine Rozenknop, Mathieu Lacroix |
| 2019 | Generating Timelines by Modeling Semantic Change. | Guy D. Rosin, Kira Radinsky |
| 2019 | EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference. | Abhilasha Ravichander, Aakanksha Naik, Carolyn P. Ros, Eduard H. Hovy |
| 2019 | Say Anything: Automatic Semantic Infelicity Detection in L2 English Indefinite Pronouns. | Ella Rabinovich, Julia Watson, Barend Beekhuizen, Suzanne Stevenson |
| 2019 | Using Priming to Uncover the Organization of Syntactic Representations in Neural Language Models. | Grusha Prasad, Marten van Schijndel, Tal Linzen |
| 2019 | Made for Each Other: Broad-Coverage Semantic Structures Meet Preposition Supersenses. | Jakob Prange, Nathan Schneider, Omri Abend |
| 2019 | KnowSemLM: A Knowledge Infused Semantic Language Model. | Haoruo Peng, Qiang Ning, Dan Roth |
| 2019 | Slang Detection and Identification. | Zhengqi Pei, Zhewei Sun, Yang Xu |
| 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 | Global Autoregressive Models for Data-Efficient Sequence Learning. | Tetiana Parshakova, Jean-Marc Andreoli, Marc Dymetman |
| 2019 | The ERG at MRP 2019: Radically Compositional Semantic Dependencies. | Stephan Oepen, Dan Flickinger |
| 2019 | MRP 2019: Cross-Framework Meaning Representation Parsing. | Stephan Oepen, Omri Abend, Jan Hajic, Daniel Hershcovich, Marco Kuhlmann, Tim O'Gorman, Nianwen Xue, Jayeol Chun, Milan Straka, Zdenka Uresov |
| 2019 | Compositional Generalization in Image Captioning. | Mitja Nikolaus, Mostafa Abdou, Matthew Lamm, Rahul Aralikatte, Desmond Elliott |
| 2019 | On the Relation between Position Information and Sentence Length in Neural Machine Translation. | Masato Neishi, Naoki Yoshinaga |
| 2019 | Effective Attention Modeling for Neural Relation Extraction. | Tapas Nayak, Hwee Tou Ng |
| 2019 | JBNU at MRP 2019: Multi-level Biaffine Attention for Semantic Dependency Parsing. | Seung-Hoon Na, Jinwoon Min, Kwanghyeon Park, Jong-Hun Shin, Young-Kil Kim |
| 2019 | Low-Resource Parsing with Crosslingual Contextualized Representations. | Phoebe Mulcaire, Jungo Kasai, Noah A. Smith |
| 2019 | BeamSeg: A Joint Model for Multi-Document Segmentation and Topic Identification. | Pedro Mota, Maxine Esknazi, Lusa Coheur |
| 2019 | Memory Graph Networks for Explainable Memory-grounded Question Answering. | Seungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba |