| 2021 | Model Agnostic Answer Reranking System for Adversarial Question Answering. | Sagnik Majumder, Chinmoy Samant, Greg Durrett |
| 2021 | Content-based Models of Quotation. | Ansel MacLaughlin, David A. Smith |
| 2021 | Do we read what we hear? Modeling orthographic influences on spoken word recognition. | Nicole Macher, Badr M. Abdullah, Harm Brouwer, Dietrich Klakow |
| 2021 | 'Just because you are right, doesn't mean I am wrong': Overcoming a bottleneck in development and evaluation of Open-Ended VQA tasks. | Man Luo, Shailaja Keyur Sampat, Riley Tallman, Yankai Zeng, Manuha Vancha, Akarshan Sajja, Chitta Baral |
| 2021 | Have Attention Heads in BERT Learned Constituency Grammar? | Ziyang Luo |
| 2021 | SF-QA: Simple and Fair Evaluation Library for Open-domain Question Answering. | Xiaopeng Lu, Kyusong Lee, Tiancheng Zhao |
| 2021 | Are Neural Networks Extracting Linguistic Properties or Memorizing Training Data? An Observation with a Multilingual Probe for Predicting Tense. | Bingzhi Li, Guillaume Wisniewski |
| 2021 | Enriching Non-Autoregressive Transformer with Syntactic and Semantic Structures for Neural Machine Translation. | Ye Liu, Yao Wan, Jian-Guo Zhang, Wenting Zhao, Philip S. Yu |
| 2021 | Few-Shot Semantic Parsing for New Predicates. | Zhuang Li, Lizhen Qu, Shuo Huang, Gholamreza Haffari |
| 2021 | Dynamic Graph Transformer for Implicit Tag Recognition. | Yi-Ting Liou, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen |
| 2021 | How Fast can BERT Learn Simple Natural Language Inference? | Yi-Chung Lin, Keh-Yih Su |
| 2021 | Modeling Coreference Relations in Visual Dialog. | Mingxiao Li, Marie-Francine Moens |
| 2021 | Zero-shot Generalization in Dialog State Tracking through Generative Question Answering. | Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-Wen Li, Wael Hamza, Julian J. McAuley |
| 2021 | Scientific Discourse Tagging for Evidence Extraction. | Xiangci Li, Gully A. Burns, Nanyun Peng |
| 2021 | MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark. | Haoran Li, Abhinav Arora, Shuohui Chen, Anchit Gupta, Sonal Gupta, Yashar Mehdad |
| 2021 | Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets. | Patrick Lewis, Pontus Stenetorp, Sebastian Riedel |
| 2021 | Fine-Grained Event Trigger Detection. | Duong Le, Thien Huu Nguyen |
| 2021 | Adaptation of Back-translation to Automatic Post-Editing for Synthetic Data Generation. | WonKee Lee, Baikjin Jung, Jaehun Shin, Jong-Hyeok Lee |
| 2021 | Civil Rephrases Of Toxic Texts With Self-Supervised Transformers. | Lo Laugier, John Pavlopoulos, Jeffrey Sorensen, Lucas Dixon |
| 2021 | InterpreT: An Interactive Visualization Tool for Interpreting Transformers. | Vasudev Lal, Arden Ma, Estelle Aflalo, Phillip Howard, Ana Paula Simes, Daniel Korat, Oren Pereg, Gadi Singer, Moshe Wasserblat |
| 2021 | Explaining and Improving BERT Performance on Lexical Semantic Change Detection. | Severin Laicher, Sinan Kurtyigit, Dominik Schlechtweg, Jonas Kuhn, Sabine Schulte im Walde |
| 2021 | Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning. | Evgeny Lagutin, Daniil Gavrilov, Pavel Kalaidin |
| 2021 | Handling Out-Of-Vocabulary Problem in Hangeul Word Embeddings. | Ohjoon Kwon, Dohyun Kim, Soo-Ryeon Lee, Junyoung Choi, SangKeun Lee |
| 2021 | Representing ELMo embeddings as two-dimensional text online. | Andrey Kutuzov, Elizaveta Kuzmenko |
| 2021 | PPT: Parsimonious Parser Transfer for Unsupervised Cross-Lingual Adaptation. | Kemal Kurniawan, Lea Frermann, Philip Schulz, Trevor Cohn |