| 2023 | Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges. | Sanjana Ramprasad, Denis Jered McInerney, Iain James Marshall, Byron C. Wallace |
| 2023 | Retrieval-augmented Image Captioning. | Rita Ramos, Desmond Elliott, Bruno Martins |
| 2023 | Fairness in Language Models Beyond English: Gaps and Challenges. | Krithika Ramesh, Sunayana Sitaram, Monojit Choudhury |
| 2023 | ALLECS: A Lightweight Language Error Correction System. | Muhammad Reza Qorib, Geonsik Moon, Hwee Tou Ng |
| 2023 | Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models? | Jielin Qiu, William Han, Jiacheng Zhu, Mengdi Xu, Michael A. Rosenberg, Emerson Liu, Douglas Weber, Ding Zhao |
| 2023 | The NLP Task Effectiveness of Long-Range Transformers. | Guanghui Qin, Yukun Feng, Benjamin Van Durme |
| 2023 | How Many Data Samples is an Additional Instruction Worth? | Ravsehaj Singh Puri, Swaroop Mishra, Mihir Parmar, Chitta Baral |
| 2023 | Divergence-Based Domain Transferability for Zero-Shot Classification. | Alexander Pugantsov, Richard McCreadie |
| 2023 | MetaQA: Combining Expert Agents for Multi-Skill Question Answering. | Haritz Puerto, Gzde Gl Sahin, Iryna Gurevych |
| 2023 | Entity Disambiguation with Entity Definitions. | Luigi Procopio, Simone Conia, Edoardo Barba, Roberto Navigli |
| 2023 | GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models. | Archiki Prasad, Peter Hase, Xiang Zhou, Mohit Bansal |
| 2023 | Adding Instructions during Pretraining: Effective way of Controlling Toxicity in Language Models. | Shrimai Prabhumoye, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro |
| 2023 | Cross-Lingual Transfer of Cognitive Processing Complexity. | Charlotte Pouw, Nora Hollenstein, Lisa Beinborn |
| 2023 | Combining Parameter-efficient Modules for Task-level Generalisation. | Edoardo Maria Ponti, Alessandro Sordoni, Yoshua Bengio, Siva Reddy |
| 2023 | In-Depth Look at Word Filling Societal Bias Measures. | Mats Pikuliak, Ivana Benov, Viktor Bachrat |
| 2023 | Enriching Biomedical Knowledge for Low-resource Language Through Large-scale Translation. | Long Phan, Tai Dang, Hieu Tran, Trieu H. Trinh, Vy Phan, Lam D. Chau, Minh-Thang Luong |
| 2023 | PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search. | Thang M. Pham, Seunghyun Yoon, Trung Bui, Anh Nguyen |
| 2023 | Lexical Semantics with Large Language Models: A Case Study of English "break". | Erika Petersen, Christopher Potts |
| 2023 | Semantic Parsing for Conversational Question Answering over Knowledge Graphs. | Laura Perez-Beltrachini, Parag Jain, Emilio Monti, Mirella Lapata |
| 2023 | Investigating anatomical bias in clinical machine learning algorithms. | Jannik S. Pedersen, Martin S. Laursen, Pernille J. Vinholt, Anne Alnor, Thiusius R. Savarimuthu |
| 2023 | On the Intersection of Context-Free and Regular Languages. | Clemente Pasti, Andreas Opedal, Tiago Pimentel, Tim Vieira, Jason Eisner, Ryan Cotterell |
| 2023 | Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies. | Md. Rizwan Parvez, Jianfeng Chi, Wasi Uddin Ahmad, Yuan Tian, Kai-Wei Chang |
| 2023 | Don't Blame the Annotator: Bias Already Starts in the Annotation Instructions. | Mihir Parmar, Swaroop Mishra, Mor Geva, Chitta Baral |
| 2023 | "Why do I feel offended?" - Korean Dataset for Offensive Language Identification. | San-Hee Park, Kang-Min Kim, O-Joun Lee, Youjin Kang, Jaewon Lee, Su-Min Lee, SangKeun Lee |
| 2023 | Contrastive Learning with Keyword-based Data Augmentation for Code Search and Code Question Answering. | Shinwoo Park, Youngwook Kim, Yo-Sub Han |