| 2022 | FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization. | David Wan, Mohit Bansal |
| 2022 | MultiVerS: Improving scientific claim verification with weak supervision and full-document context. | David Wadden, Kyle Lo, Lucy Lu Wang, Arman Cohan, Iz Beltagy, Hannaneh Hajishirzi |
| 2022 | The Why and The How: A Survey on Natural Language Interaction in Visualization. | Henrik Voigt, zge Alaam, Monique Meuschke, Kai Lawonn, Sina Zarrie |
| 2022 | Lacuna Reconstruction: Self-Supervised Pre-Training for Low-Resource Historical Document Transcription. | Nikolai Vogler, Jonathan Parkes Allen, Matthew Thomas Miller, Taylor Berg-Kirkpatrick |
| 2022 | TWEETSPIN: Fine-grained Propaganda Detection in Social Media Using Multi-View Representations. | Prashanth Vijayaraghavan, Soroush Vosoughi |
| 2022 | Exploring Neural Models for Query-Focused Summarization. | Jesse Vig, Alexander R. Fabbri, Wojciech Kryscinski, Chien-Sheng Wu, Wenhao Liu |
| 2022 | MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection. | Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen |
| 2022 | CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning. | Siddharth Verma, Justin Fu, Sherry Yang, Sergey Levine |
| 2022 | Guiding Visual Question Generation. | Nihir Vedd, Zixu Wang, Marek Rei, Yishu Miao, Lucia Specia |
| 2022 | Prompt Augmented Generative Replay via Supervised Contrastive Learning for Lifelong Intent Detection. | Vaibhav Varshney, Mayur Patidar, Rajat Kumar, Lovekesh Vig, Gautam Shroff |
| 2022 | Commonsense and Named Entity Aware Knowledge Grounded Dialogue Generation. | Deeksha Varshney, Akshara Prabhakar, Asif Ekbal |
| 2022 | Generic and Trend-aware Curriculum Learning for Relation Extraction. | Nidhi Vakil, Hadi Amiri |
| 2022 | Augmenting Poetry Composition with Verse by Verse. | David C. Uthus, Maria Voitovich, R. J. Mical |
| 2022 | Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization. | Prasetya Ajie Utama, Joshua Bambrick, Nafise Sadat Moosavi, Iryna Gurevych |
| 2022 | When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes. | Mycal Tucker, Tiwalayo Eisape, Peng Qian, Roger Levy, Julie Shah |
| 2022 | Towards Computationally Feasible Deep Active Learning. | Akim Tsvigun, Artem Shelmanov, Gleb Kuzmin, Leonid Sanochkin, Daniil Larionov, Gleb Gusev, Manvel Avetisian, Leonid Zhukov |
| 2022 | Improving negation detection with negation-focused pre-training. | Thinh Hung Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor |
| 2022 | Regularized Training of Nearest Neighbor Language Models. | Jean-Francois Ton, Walter Talbott, Shuangfei Zhai, Joshua M. Susskind |
| 2022 | DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction. | Meihan Tong, Bin Xu, Shuai Wang, Meihuan Han, Yixin Cao, Jiangqi Zhu, Siyu Chen, Lei Hou, Juanzi Li |
| 2022 | Multi-Domain Targeted Sentiment Analysis. | Orith Toledo-Ronen, Matan Orbach, Yoav Katz, Noam Slonim |
| 2022 | Text Style Transfer for Bias Mitigation using Masked Language Modeling. | Ewoenam Kwaku Tokpo, Toon Calders |
| 2022 | A Dataset for N-ary Relation Extraction of Drug Combinations. | Aryeh Tiktinsky, Vijay Viswanathan, Danna Niezni, Dana Meron Azagury, Yosi Shamay, Hillel Taub-Tabib, Tom Hope, Yoav Goldberg |
| 2022 | DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks. | Lin Tian, Xiuzhen Zhang, Jey Han Lau |
| 2022 | Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features. | Yufei Tian, Nanyun Peng |
| 2022 | Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System. | Chang Tian, Wenpeng Yin, Marie-Francine Moens |