| 2021 | Challenges in Automated Debiasing for Toxic Language Detection. | Xuhui Zhou, Maarten Sap, Swabha Swayamdipta, Yejin Choi, Noah A. Smith |
| 2021 | Hidden Biases in Unreliable News Detection Datasets. | Xiang Zhou, Heba Elfardy, Christos Christodoulopoulos, Thomas Butler, Mohit Bansal |
| 2021 | HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing. | Xiyou Zhou, Zhiyu Chen, Xiaoyong Jin, William Yang Wang |
| 2021 | Multi-split Reversible Transformers Can Enhance Neural Machine Translation. | Yuekai Zhao, Shuchang Zhou, Zhihua Zhang |
| 2021 | Extremely Small BERT Models from Mixed-Vocabulary Training. | Sanqiang Zhao, Raghav Gupta, Yang Song, Denny Zhou |
| 2021 | Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews. | Runcong Zhao, Lin Gui, Gabriele Pergola, Yulan He |
| 2021 | GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition. | Xinyan Zhao, Haibo Ding, Zhe Feng |
| 2021 | On the Evaluation of Vision-and-Language Navigation Instructions. | Ming Zhao, Peter Anderson, Vihan Jain, Su Wang, Alexander Ku, Jason Baldridge, Eugene Ie |
| 2021 | Don't Change Me! User-Controllable Selective Paraphrase Generation. | Mohan Zhang, Luchen Tan, Zihang Fu, Kun Xiong, Jimmy Lin, Ming Li, Zhengkai Tu |
| 2021 | Variational Weakly Supervised Sentiment Analysis with Posterior Regularization. | Ziqian Zeng, Yangqiu Song |
| 2021 | DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections. | Yury Zemlyanskiy, Sudeep Gandhe, Ruining He, Bhargav Kanagal, Anirudh Ravula, Juraj Gottweis, Fei Sha, Ilya Eckstein |
| 2021 | Detecting Scenes in Fiction: A new Segmentation Task. | Albin Zehe, Leonard Konle, Lea Katharina Dmpelmann, Evelyn Gius, Andreas Hotho, Fotis Jannidis, Lucas Kaufmann, Markus Krug, Frank Puppe, Nils Reiter, Annekea Schreiber, Nathalie Wiedmer |
| 2021 | Representations for Question Answering from Documents with Tables and Text. | Vicky Zayats, Kristina Toutanova, Mari Ostendorf |
| 2021 | Unsupervised Approach to Multilingual User Comments Summarization. | Ales Zagar, Marko Robnik-Sikonja |
| 2021 | MIDAS: A Dialog Act Annotation Scheme for Open Domain HumanMachine Spoken Conversations. | Dian Yu, Zhou Yu |
| 2021 | Expanding, Retrieving and Infilling: Diversifying Cross-Domain Question Generation with Flexible Templates. | Xiaojing Yu, Anxiao Jiang |
| 2021 | End-to-End Argument Mining as Biaffine Dependency Parsing. | Yuxiao Ye, Simone Teufel |
| 2021 | Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase. | Akhila Yerukola, Mason Bretan, Hongxia Jin |
| 2021 | Towards More Fine-grained and Reliable NLP Performance Prediction. | Zihuiwen Ye, Pengfei Liu, Jinlan Fu, Graham Neubig |
| 2021 | MultiHumES: Multilingual Humanitarian Dataset for Extractive Summarization. | Jenny Paola Yela-Bello, Ewan Oglethorpe, Navid Rekabsaz |
| 2021 | L2C: Describing Visual Differences Needs Semantic Understanding of Individuals. | An Yan, Xin Wang, Tsu-Jui Fu, William Yang Wang |
| 2021 | Exploring Transitivity in Neural NLI Models through Veridicality. | Hitomi Yanaka, Koji Mineshima, Kentaro Inui |
| 2021 | Dialogue Act-based Breakdown Detection in Negotiation Dialogues. | Atsuki Yamaguchi, Kosui Iwasa, Katsuhide Fujita |
| 2021 | Increasing Robustness to Spurious Correlations using Forgettable Examples. | Yadollah Yaghoobzadeh, Soroush Mehri, Remi Tachet des Combes, Timothy J. Hazen, Alessandro Sordoni |
| 2021 | Knowledge Base Question Answering through Recursive Hypergraphs. | Naganand Yadati, Dayanidhi R. S, Vaishnavi S., Indira K. M, Srinidhi G |