| 2023 | Faithful Chain-of-Thought Reasoning. | Qing Lyu, Shreya Havaldar, Adam Stein, Li Zhang, Delip Rao, Eric Wong, Marianna Apidianaki, Chris Callison-Burch |
| 2023 | Analyzing and Predicting Persistence of News Tweets. | Maggie Liu, Jing Wang, Daniel Preotiuc-Pietro |
| 2023 | Mitigating Word Bias in Zero-shot Prompt-based Classifiers. | Adian Liusie, Potsawee Manakul, Mark J. F. Gales |
| 2023 | Only 5% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation. | Zihan Liu, Zewei Sun, Shanbo Cheng, Shujian Huang, Mingxuan Wang |
| 2023 | Location Aware Modular Biencoder for Tourism Question Answering. | Haonan Li, Martin Tomko, Timothy Baldwin |
| 2023 | Few-Shot Adaptation for Parsing Contextual Utterances with LLMs. | Kevin Lin, Patrick Xia, Hao Fang |
| 2023 | Multi-Target Semantic Parsing with Collaborative Deliberation Network. | Xiang Li, Fangyu Lei, Shizhu He, Kang Liu, Jun Zhao |
| 2023 | Semi-supervised News Discourse Profiling with Contrastive Learning. | Ming Li, Ruihong Huang |
| 2023 | Don't be Blind to Questions: Question-Oriented Math Word Problem Solving. | Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang |
| 2023 | Uncertainty Estimation for Debiased Models: Does Fairness Hurt Reliability? | Gleb Kuzmin, Artem Vazhentsev, Artem Shelmanov, Xudong Han, Simon Suster, Maxim Panov, Alexander Panchenko, Timothy Baldwin |
| 2023 | The Persuasive Memescape: Understanding Effectiveness and Societal Implications of Internet Memes. | Gitanjali Kumari, Pranali Shinde, Asif Ekbal |
| 2023 | Privacy Adhering Machine Un-learning in NLP. | Vinayshekhar Bannihatti Kumar, Rashmi Gangadharaiah, Dan Roth |
| 2023 | J-Guard: Journalism Guided Adversarially Robust Detection of AI-generated News. | Tharindu Kumarage, Amrita Bhattacharjee, Djordje Padejski, Kristy Roschke, Dan Gillmor, Scott W. Ruston, Huan Liu, Joshua Garland |
| 2023 | Examining Consistency of Visual Commonsense Reasoning based on Person Grounding. | Huiju Kim, Youjin Kang, SangKeun Lee |
| 2023 | Zero-shot Triplet Extraction by Template Infilling. | Bosung Kim, Hayate Iso, Nikita Bhutani, Estevam Hruschka, Ndapa Nakashole, Tom M. Mitchell |
| 2023 | PACT: Pretraining with Adversarial Contrastive Learning for Text Classification. | Md. Tawkat Islam Khondaker, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan |
| 2023 | Can You Translate for Me? Code-Switched Machine Translation with Large Language Models. | Jyotsana Khatri, Vivek Srivastava, Lovekesh Vig |
| 2023 | Query Rewriting for Effective Misinformation Discovery. | Ashkan Kazemi, Artem Abzaliev, Naihao Deng, Rui Hou, Scott A. Hale, Vernica Prez-Rosas, Rada Mihalcea |
| 2023 | SPEC5G: A Dataset for 5G Cellular Network Protocol Analysis. | Imtiaz Karim, Kazi Samin Mubasshir, Mirza Masfiqur Rahman, Elisa Bertino |
| 2023 | GECTurk: Grammatical Error Correction and Detection Dataset for Turkish. | Atakan Kara, Farrin Marouf Sofian, Andrew Bond, Gzde Gl Sahin |
| 2023 | The Impact of Debiasing on the Performance of Language Models in Downstream Tasks is Underestimated. | Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki |
| 2023 | Informative Evidence-guided Prompt-based Fine-tuning for English-Korean Critical Error Detection. | Dahyun Jung, Sugyeong Eo, Chanjun Park, Hyeonseok Moon, Jaehyung Seo, Heuiseok Lim |
| 2023 | Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval. | Nengzheng Jin, Dongfang Li, Junying Chen, Joanna Siebert, Qingcai Chen |
| 2023 | Perplexity-Driven Case Encoding Needs Augmentation for CAPITALIZATION Robustness. | Rohit Jain, Huda Khayrallah, Roman Grundkiewicz, Marcin Junczys-Dowmunt |
| 2023 | Exploring the Impact of Training Data Distribution and Subword Tokenization on Gender Bias in Machine Translation. | Bar Iluz, Tomasz Limisiewicz, Gabriel Stanovsky, David Marecek |