| 2025 | Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding. | Sukmin Cho, Sangjin Choi, Taeho Hwang, Jeongyeon Seo, Soyeong Jeong, Huije Lee, Hoyun Song, Jong C. Park, Youngjin Kwon |
| 2025 | Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors. | Georgios Chochlakis, Alexandros Potamianos, Kristina Lerman, Shrikanth Narayanan |
| 2025 | ThoughtSculpt: Reasoning with Intermediate Revision and Search. | Yizhou Chi, Kevin Yang, Dan Klein |
| 2025 | DiscoGraMS: Enhancing Movie Screen-Play Summarization using Movie Character-Aware Discourse Graph. | Maitreya Prafulla Chitale, Uday Bindal, Rajakrishnan Rajkumar, Rahul Mishra |
| 2025 | The Role of Prosody in Spoken Question Answering. | Jie Chi, Maureen de Seyssel, Natalie Schluter |
| 2025 | Seeds of Discourse: A Multilingual Corpus of Direct Quotations from African Media on Agricultural Biotechnologies. | Patricia Chiril, Trevor Spreadbury, Joeva Rock, Brian Dowd-Uribe, David Uminsky |
| 2025 | Neuroplasticity and Corruption in Model Mechanisms: A Case Study Of Indirect Object Identification. | Vishnu Kabir Chhabra, Ding Zhu, Mohammad Mahdi Khalili |
| 2025 | Flaming-hot Initiation with Regular Execution Sampling for Large Language Models. | Weizhe Chen, Zhicheng Zhang, Guanlin Liu, Renjie Zheng, Wenlei Shi, Chen Dun, Zheng Wu, Xing Jin, Lin Yan |
| 2025 | When and How to Augment Your Input: Question Routing Helps Balance the Accuracy and Efficiency of Large Language Models. | Shufan Chen, He Zheng, Lei Cui |
| 2025 | Prototype Conditioned Generative Replay for Continual Learning in NLP. | Xi Chen, Min Zeng |
| 2025 | RetrieverGuard: Empowering Information Retrieval to Combat LLM-Generated Misinformation. | Chuwen Chen, Shuai Zhang |
| 2025 | AutoBreach: Universal and Adaptive Jailbreaking with Efficient Wordplay-Guided Optimization via Multi-LLMs. | Jiawei Chen, Xiao Yang, Zhengwei Fang, Yu Tian, Yinpeng Dong, Zhaoxia Yin, Hang Su |
| 2025 | Little Giants: Synthesizing High-Quality Embedding Data at Scale. | Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou |
| 2025 | Reverse Thinking Makes LLMs Stronger Reasoners. | Justin Chih-Yao Chen, Zifeng Wang, Hamid Palangi, Rujun Han, Sayna Ebrahimi, Long T. Le, Vincent Perot, Swaroop Mishra, Mohit Bansal, Chen-Yu Lee, Tomas Pfister |
| 2025 | Mixture of Multimodal Adapters for Sentiment Analysis. | Kezhou Chen, Shuo Wang, Huixia Ben, Shengeng Tang, Yanbin Hao |
| 2025 | Track-SQL: Enhancing Generative Language Models with Dual-Extractive Modules for Schema and Context Tracking in Multi-turn Text-to-SQL. | Bingfeng Chen, Shaobin Shi, Yongqi Luo, Boyan Xu, Ruichu Cai, Zhifeng Hao |
| 2025 | Causally Testing Gender Bias in LLMs: A Case Study on Occupational Bias. | Yuen Chen, Vethavikashini Chithrra Raghuram, Justus Mattern, Rada Mihalcea, Zhijing Jin |
| 2025 | \mathcalS²IT: Stepwise Syntax Integration Tuning for Large Language Models in Aspect Sentiment Quad Prediction. | Bingfeng Chen, Chenjie Qiu, Yifeng Xie, Boyan Xu, Ruichu Cai, Zhifeng Hao |
| 2025 | Extracting and Understanding the Superficial Knowledge in Alignment. | Runjin Chen, Gabriel J. Perin, Xuxi Chen, Xilun Chen, Yan Han, Nina S. T. Hirata, Junyuan Hong, Bhavya Kailkhura |
| 2025 | Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment Prediction. | Xi Chen, Mao Mao, Shuo Li, Haotian Shangguan |
| 2025 | On Reference (In-)Determinacy in Natural Language Inference. | Sihao Chen, Chaitanya Malaviya, Alex Fabrikant, Hagai Taitelbaum, Tal Schuster, Senaka Buthpitiya, Dan Roth |
| 2025 | Identifying and Mitigating Social Bias Knowledge in Language Models. | Ruizhe Chen, Yichen Li, Jianfei Yang, Yang Feng, Joey Tianyi Zhou, Jian Wu, Zuozhu Liu |
| 2025 | DCE-LLM: Dead Code Elimination with Large Language Models. | Minyu Chen, Guoqiang Li, Ling-I Wu, Ruibang Liu |
| 2025 | Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning. | Junzhi Chen, Juhao Liang, Benyou Wang |
| 2025 | Octopus: On-device language model for function calling of software APIs. | Wei Chen, Zhiyuan Li, Mingyuan Ma |