| 2025 | Preserving Zero-shot Capability in Supervised Fine-tuning for Multi-label Text Classification. | Si-An Chen, Hsuan-Tien Lin, Chih-Jen Lin |
| 2025 | Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models. | Zizhang Chen, Peizhao Li, Xiaomeng Dong, Pengyu Hong |
| 2025 | Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis. | Yiyi Chen, Qiongxiu Li, Russa Biswas, Johannes Bjerva |
| 2025 | LongLeader: A Comprehensive Leaderboard for Large Language Models in Long-context Scenarios. | Pei Chen, Hongye Jin, Cheng-Che Lee, Rulin Shao, Jingfeng Yang, Mingyu Zhao, Zhaoyu Zhang, Qin Lu, Kaiwen Men, Ning Xie, Huasheng Li, Bing Yin, Han Li, Lingyun Wang |
| 2025 | Using Review Combination and Pseudo-Tokens for Aspect Sentiment Quad Prediction. | Jiazhou Chen, Xu Jia, Ruiqiang Guo |
| 2025 | Classic4Children: Adapting Chinese Literary Classics for Children with Large Language Model. | Jiali Chen, Xusen Hei, Yuqi Xue, Zihan Wu, Jiayuan Xie, Yi Cai |
| 2025 | Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual Translation. | Yi-Chang Chen, Po-Chun Hsu, Chan-Jan Hsu, Da-shan Shiu |
| 2025 | A Bayesian Optimization Approach to Machine Translation Reranking. | Julius Cheng, Maike Zfle, Vilm Zouhar, Andreas Vlachos |
| 2025 | CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmented Generation. | Yiruo Cheng, Kelong Mao, Ziliang Zhao, Guanting Dong, Hongjin Qian, Yongkang Wu, Tetsuya Sakai, Ji-Rong Wen, Zhicheng Dou |
| 2025 | Vision-Language Models Can Self-Improve Reasoning via Reflection. | Kanzhi Cheng, Yantao Li, Fangzhi Xu, Jianbing Zhang, Hao Zhou, Yang Liu |
| 2025 | Zero-Shot ATC Coding with Large Language Models for Clinical Assessments. | Zijian Chen, John-Michael Gamble, Jimmy Lin |
| 2025 | Is Your LLM Outdated? A Deep Look at Temporal Generalization. | ChenghaoZhu ChenghaoZhu, Nuo Chen, Yufei Gao, Yunyi Zhang, Prayag Tiwari, Benyou Wang |
| 2025 | VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models. | Ming Cheng, Jiaying Gong, Chenhan Yuan, William A. Ingram, Edward A. Fox, Hoda Eldardiry |
| 2025 | SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic Transfer. | Pengzhou Cheng, Wei Du, Zongru Wu, Fengwei Zhang, Libo Chen, Zhuosheng Zhang, Gongshen Liu |
| 2025 | EqualizeIR: Mitigating Linguistic Biases in Retrieval Models. | Jiali Cheng, Hadi Amiri |
| 2025 | Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions. | Hanjie Chen, Zhouxiang Fang, Yash Singla, Mark Dredze |
| 2025 | WHoW: A Cross-domain Approach for Analysing Conversation Moderation. | Ming-Bin Chen, Lea Frermann, Jey Han Lau |
| 2025 | FLIQA-AD: a Fusion Model with Large Language Model for Better Diagnose and MMSE Prediction of Alzheimer's Disease. | Junhao Chen, Zhiyuan Ding, Yan Liu, Xiangzhu Zeng, Ling Wang |
| 2025 | Open-World Evaluation for Retrieving Diverse Perspectives. | Hung-Ting Chen, Eunsol Choi |
| 2025 | Mastering the Craft of Data Synthesis for CodeLLMs. | Meng Chen, Philip Arthur, Qianyu Feng, Cong Duy Vu Hoang, Yu-Heng Hong, Mahdi Kazemi Moghaddam, Omid Nezami, Duc Thien Nguyen, Gioacchino Tangari, Duy Vu, Thanh Vu, Mark Johnson, Krishnaram Kenthapadi, Don Dharmasiri, Long Duong, Yuan-Fang Li |
| 2025 | Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset. | Khaoula Chehbouni, Jonathan Colao Carr, Yash More, Jackie CK Cheung, Golnoosh Farnadi |
| 2025 | Towards Efficient and Multifaceted Computer-assisted Pronunciation Training Leveraging Hierarchical Selective State Space Model and Decoupled Cross-entropy Loss. | Fu-An Chao, Berlin Chen |
| 2025 | Prompto: An open source library for asynchronous querying of LLM endpoints. | Ryan Sze-Yin Chan, Federico Nanni, Angus Redlarski Williams, Edwin Brown, Liam Burke-Moore, Ed Chapman, Kate Onslow, Tvesha Sippy, Jonathan Bright, Evelina Gabasova |
| 2025 | SAFR: Neuron Redistribution for Interpretability. | Ruidi Chang, Chunyuan Deng, Hanjie Chen |
| 2025 | How many words does it take to understand a low-resource language? | Emily Chang, Nada Basit |