| 2024 | Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction. | Chenming Tang, Fanyi Qu, Yunfang Wu |
| 2024 | Leveraging Generative Large Language Models with Visual Instruction and Demonstration Retrieval for Multimodal Sarcasm Detection. | Binghao Tang, Boda Lin, Haolong Yan, Si Li |
| 2024 | Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References. | Tianyi Tang, Hongyuan Lu, Yuchen Jiang, Haoyang Huang, Dongdong Zhang, Wayne Xin Zhao, Tom Kocmi, Furu Wei |
| 2024 | Secure Your Model: An Effective Key Prompt Protection Mechanism for Large Language Models. | Ruixiang Tang, Yu-Neng Chuang, Xuanting Cai, Mengnan Du, Xia Hu |
| 2024 | Multiple-Question Multiple-Answer Text-VQA. | Peng Tang, Srikar Appalaraju, R. Manmatha, Yusheng Xie, Vijay Mahadevan |
| 2024 | Content-Specific Humorous Image Captioning Using Incongruity Resolution Chain-of-Thought. | Kohtaro Tanaka, Kohei Uehara, Lin Gu, Yusuke Mukuta, Tatsuya Harada |
| 2024 | ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications. | Sotaro Takeshita, Tommaso Green, Ines Reinig, Kai Eckert, Simone Paolo Ponzetto |
| 2024 | Efficient Citer: Tuning Large Language Models for Enhanced Answer Quality and Verification. | Marzieh S. Tahaei, Aref Jafari, Ahmad Rashid, David Alfonso-Hermelo, Khalil Bibi, Yimeng Wu, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh |
| 2024 | Lower Bounds on the Expressivity of Recurrent Neural Language Models. | Anej Svete, Franz Nowak, Anisha Mohamed Sahabdeen, Ryan Cotterell |
| 2024 | Transformers Can Represent n-gram Language Models. | Anej Svete, Ryan Cotterell |
| 2024 | Discovering Lobby-Parliamentarian Alignments through NLP. | Aswin Suresh, Lazar Radojevic, Francesco Salvi, Antoine Magron, Victor Kristof, Matthias Grossglauser |
| 2024 | Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation. | Tong Su, Xin Peng, Sarubi Thillainathan, David Guzmn, Surangika Ranathunga, En-Shiun Annie Lee |
| 2024 | Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? | Kai Sun, Yifan Ethan Xu, Hanwen Zha, Yue Liu, Xin Luna Dong |
| 2024 | CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants. | Albert Yu Sun, Varun Nair, Elliot Schumacher, Anitha Kannan |
| 2024 | Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models. | Jiashuo Sun, Yi Luo, Yeyun Gong, Chen Lin, Yelong Shen, Jian Guo, Nan Duan |
| 2024 | Toward Informal Language Processing: Knowledge of Slang in Large Language Models. | Zhewei Sun, Qian Hu, Rahul Gupta, Richard S. Zemel, Yang Xu |
| 2024 | Improving Factual Accuracy of Neural Table-to-Text Output by Addressing Input Problems in ToTTo. | Barkavi Sundararajan, Somayajulu Sripada, Ehud Reiter |
| 2024 | Event Causality Is Key to Computational Story Understanding. | Yidan Sun, Qin Chao, Boyang Li |
| 2024 | MiLe Loss: a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models. | Zhenpeng Su, Zijia Lin, Bai Xue, Hui Chen, Guiguang Ding, Wei Zhou, Songlin Hu |
| 2024 | ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies. | Oren Sultan, Yonatan Bitton, Ron Yosef, Dafna Shahaf |
| 2024 | Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning. | Xin Su, Tiep Le, Steven Bethard, Phillip Howard |
| 2024 | Adapting Fake News Detection to the Era of Large Language Models. | Jinyan Su, Claire Cardie, Preslav Nakov |
| 2024 | Naive Bayes-based Context Extension for Large Language Models. | Jianlin Su, Murtadha H. M. Ahmed, Bo Wen, Luo Ao, Mingren Zhu, Yunfeng Liu |
| 2024 | Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems. | Zhenpeng Su, Xing Wu, Wei Zhou, Guangyuan Ma, Songlin Hu |
| 2024 | Tailoring Vaccine Messaging with Common-Ground Opinions. | Rickard Stureborg, Sanxing Chen, Roy Xie, Aayushi Patel, Christopher Li, Chloe Qinyu Zhu, Tingnan Hu, Jun Yang, Bhuwan Dhingra |