| 2022 | Speeding Up Entmax. | Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gall, Zhenisbek Assylbekov |
| 2022 | MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation). | Simone Tedeschi, Roberto Navigli |
| 2022 | ID10M: Idiom Identification in 10 Languages. | Simone Tedeschi, Federico Martelli, Roberto Navigli |
| 2022 | CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning. | Xiangru Tang, Arjun Nair, Borui Wang, Bingyao Wang, Jai Desai, Aaron Wade, Haoran Li, Asli Celikyilmaz, Yashar Mehdad, Dragomir R. Radev |
| 2022 | OTExtSum: Extractive Text Summarisation with Optimal Transport. | Peggy Tang, Kun Hu, Rui Yan, Lei Zhang, Junbin Gao, Zhiyong Wang |
| 2022 | Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries. | Xiangru Tang, Alexander R. Fabbri, Haoran Li, Ziming Mao, Griffin Adams, Borui Wang, Asli Celikyilmaz, Yashar Mehdad, Dragomir R. Radev |
| 2022 | Learning to repair: Repairing model output errors after deployment using a dynamic memory of feedback. | Niket Tandon, Aman Madaan, Peter Clark, Yiming Yang |
| 2022 | On the Diversity and Limits of Human Explanations. | Chenhao Tan |
| 2022 | On the Machine Learning of Ethical Judgments from Natural Language. | Zeerak Talat, Hagen Blix, Josef Valvoda, Maya Indira Ganesh, Ryan Cotterell, Adina Williams |
| 2022 | Neural Networks in a Product of Hyperbolic Spaces. | Jun Takeuchi, Noriki Nishida, Hideki Nakayama |
| 2022 | KroneckerBERT: Significant Compression of Pre-trained Language Models Through Kronecker Decomposition and Knowledge Distillation. | Marzieh S. Tahaei, Ella Charlaix, Vahid Partovi Nia, Ali Ghodsi, Mehdi Rezagholizadeh |
| 2022 | On Transferability of Prompt Tuning for Natural Language Processing. | Yusheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan, Yankai Lin, Huadong Wang, Kaiyue Wen, Zhiyuan Liu, Peng Li, Juanzi Li, Lei Hou, Maosong Sun, Jie Zhou |
| 2022 | Semantically Informed Slang Interpretation. | Zhewei Sun, Richard S. Zemel, Yang Xu |
| 2022 | Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting. | Qingfeng Sun, Can Xu, Huang Hu, Yujing Wang, Jian Miao, Xiubo Geng, Yining Chen, Fei Xu, Daxin Jiang |
| 2022 | ChapterBreak: A Challenge Dataset for Long-Range Language Models. | Simeng Sun, Katherine Thai, Mohit Iyyer |
| 2022 | JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering. | Yueqing Sun, Qi Shi, Le Qi, Yu Zhang |
| 2022 | Implicit n-grams Induced by Recurrence. | Xiaobing Sun, Wei Lu |
| 2022 | BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog. | Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He |
| 2022 | Minimally-Supervised Relation Induction from Pre-trained Language Model. | Lu Sun, Yongliang Shen, Weiming Lu |
| 2022 | Explaining Why: How Instructions and User Interfaces Impact Annotator Rationales When Labeling Text Data. | Jamar L. Sullivan Jr., William Brackenbury, Andrew McNut, Kevin Bryson, Kwam Byll, Yuxin Chen, Michael L. Littman, Chenhao Tan, Blase Ur |
| 2022 | Yes, No or IDK: The Challenge of Unanswerable Yes/No Questions. | Elior Sulem, Jamaal Hay, Dan Roth |
| 2022 | TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. | Yixuan Su, Fangyu Liu, Zaiqiao Meng, Tian Lan, Lei Shu, Ehsan Shareghi, Nigel Collier |
| 2022 | An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models. | Victor Steinborn, Philipp Dufter, Haris Jabbar, Hinrich Schtze |
| 2022 | Methods for Estimating and Improving Robustness of Language Models. | Michal Stefnik |
| 2022 | Semantic Diversity in Dialogue with Natural Language Inference. | Katherine Stasaski, Marti A. Hearst |