| 2022 | Optimising Equal Opportunity Fairness in Model Training. | Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann |
| 2022 | Semantic-Preserving Abstractive Text Summarization with Siamese Generative Adversarial Net. | Xin Sheng, Linli Xu, Yinlong Xu, Deqiang Jiang, Bo Ren |
| 2022 | Federated Learning with Noisy User Feedback. | Rahul Sharma, Anil Ramakrishna, Ansel MacLaughlin, Anna Rumshisky, Jimit Majmudar, Clement Chung, Salman Avestimehr, Rahul Gupta |
| 2022 | FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems. | Divya V. Sharma, Arun Balaji Buduru |
| 2022 | DISARM: Detecting the Victims Targeted by Harmful Memes. | Shivam Sharma, Md. Shad Akhtar, Preslav Nakov, Tanmoy Chakraborty |
| 2022 | Interactive Query-Assisted Summarization via Deep Reinforcement Learning. | Ori Shapira, Ramakanth Pasunuru, Mohit Bansal, Ido Dagan, Yael Amsterdamer |
| 2022 | One Reference Is Not Enough: Diverse Distillation with Reference Selection for Non-Autoregressive Translation. | Chenze Shao, Xuanfu Wu, Yang Feng |
| 2022 | Low-resource Entity Set Expansion: A Comprehensive Study on User-generated Text. | Yutong Shao, Nikita Bhutani, Sajjadur Rahman, Estevam Hruschka |
| 2022 | The Role of Context in Detecting Previously Fact-Checked Claims. | Shaden Shaar, Firoj Alam, Giovanni Da San Martino, Preslav Nakov |
| 2022 | MM-GATBT: Enriching Multimodal Representation Using Graph Attention Network. | Seung Byum Seo, Hyoungwook Nam, Payam Delgosha |
| 2022 | A Dog Is Passing Over The Jet? A Text-Generation Dataset for Korean Commonsense Reasoning and Evaluation. | Jaehyung Seo, Seounghoon Lee, Chanjun Park, Yoonna Jang, Hyeonseok Moon, Sugyeong Eo, Seonmin Koo, Heuiseok Lim |
| 2022 | Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection. | Indira Sen, Mattia Samory, Claudia Wagner, Isabelle Augenstein |
| 2022 | White-box Testing of NLP models with Mask Neuron Coverage. | Arshdeep Sekhon, Yangfeng Ji, Matthew B. Dwyer, Yanjun Qi |
| 2022 | Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports. | Arijit Sehanobish, McCullen Sandora, Nabila Abraham, Jayashri Pawar, Danielle Torres, Anasuya Das, Murray Becker, Richard Herzog, Benjamin Odry, Ron Vianu |
| 2022 | When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to it. | Sebastian Schuster, Tal Linzen |
| 2022 | Static and Dynamic Speaker Modeling based on Graph Neural Network for Emotion Recognition in Conversation. | Prakhar Saxena, Yin Jou Huang, Sadao Kurohashi |
| 2022 | CIAug: Equipping Interpolative Augmentation with Curriculum Learning. | Ramit Sawhney, Ritesh Soun, Shrey Pandit, Megh Thakkar, Sarvagya Malaviya, Yuval Pinter |
| 2022 | Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models. | Ramit Sawhney, Shivam Agarwal, Vivek Mittal, Paolo Rosso, Vikram Nanda, Sudheer Chava |
| 2022 | Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem. | Ryoma Sato |
| 2022 | Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection. | Maarten Sap, Swabha Swayamdipta, Laura Vianna, Xuhui Zhou, Yejin Choi, Noah A. Smith |
| 2022 | Representation Learning for Conversational Data using Discourse Mutual Information Maximization. | Bishal Santra, Sumegh Roychowdhury, Aishik Mandal, Vasu Gurram, Atharva Naik, Manish Gupta, Pawan Goyal |
| 2022 | ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction. | Keshav Santhanam, Omar Khattab, Jon Saad-Falcon, Christopher Potts, Matei Zaharia |
| 2022 | Multiformer: A Head-Configurable Transformer-Based Model for Direct Speech Translation. | Gerard Sant, Gerard I. Gllego, Belen Alastruey, Marta Ruiz Costa-juss |
| 2022 | TVShowGuess: Character Comprehension in Stories as Speaker Guessing. | Yisi Sang, Xiangyang Mou, Mo Yu, Shunyu Yao, Jing Li, Jeffrey M. Stanton |
| 2022 | Towards a Progression-Aware Autonomous Dialogue Agent. | Abraham Sanders, Tomek Strzalkowski, Mei Si, Albert Chang, Deepanshu Dey, Jonas Braasch, Dakuo Wang |