语言大模型 / LLM

Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning

Jiaqi Li, Yixuan Tang, Yi Yang

机构 * The Hong Kong University of Science and Technology（香港科学与技术大学） 纠错

专题命中 知识编辑与模型理解 ：LLM(title)；instruction tuning(title)；large language model(abstract)；language model(abstract)

Comments Findings of The 63rd Annual Meeting of the Association for Computational Linguistics (ACL Findings 2025)

Simulating Human-Like Learning Dynamics with LLM-Empowered Agents

Yu Yuan, Lili Zhao, Wei Chen, Guangting Zheng, Kai Zhang, Mengdi Zhang, Qi Liu

专题命中 知识编辑与模型理解 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Language Model Uncertainty Quantification with Attention Chain

Yinghao Li, Rushi Qiang, Lama Moukheiber, Chao Zhang

机构 * Georgia Institute of Technology（佐治亚理工学院） 纠错

专题命中 知识编辑与模型理解 ：language model(title,abstract)；LLM(abstract)；large language model(abstract)；分类 cs.CL

Comments 36 pages, 7 figures, 36 tables

Balancing Stylization and Truth via Disentangled Representation Steering

Chenglei Shen, Zhongxiang Sun, Teng Shi, Xiao Zhang, Jun Xu

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学 Gallagher人工智能学院） 纠错

专题命中 知识编辑与模型理解 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Conformal Sets in Multiple-Choice Question Answering under Black-Box Settings with Provable Coverage Guarantees

Guang Yang, Xinyang Liu

机构 * School of Electrical Engineering University of Jinan（电气工程学院 华东理工大学） 纠错

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments under review

Improving Factuality for Dialogue Response Generation via Graph-Based Knowledge Augmentation

Xiangyan Chen, Yujian Gan, Yimeng Gu, Matthew Purver

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Verbalized Representation Learning for Interpretable Few-Shot Generalization

Cheng-Fu Yang, Da Yin, Wenbo Hu, Heng Ji, Nanyun Peng, Bolei Zhou, Kai-Wei Chang

机构 * University of California, Los Angeles（加州大学洛杉矶分校） ； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

专题命中 知识编辑与模型理解 ：language model(abstract)；分类 cs.CL、cs.LG

Comments Accepted to ICCV 2025