AI 大模型

语言大模型 / LLM

大语言模型、预训练、指令微调、后训练和语言模型应用。

2025-10-30 至 2025-10-30 共收录 6 篇信号源：cs.CL, cs.AI, cs.LG

1. 指令微调 6 篇

2504.06426 2025-10-30 cs.CL cs.LG 86%

S'MoRE: Structural Mixture of Residual Experts for Parameter-Efficient LLM Fine-tuning

Hanqing Zeng, Yinglong Xia, Zhuokai Zhao, Chuan Jiang, Qiang Zhang, Jiayi Liu, Qunshu Zhang, Lizhu Zhang, Xiangjun Fan, Benyu Zhang

机构 * Meta AI

专题命中指令微调：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments NeurIPS 2025

2510.25364 2025-10-30 cs.CL 79%

CLASS-IT: Conversational and Lecture-Aligned Small-Scale Instruction Tuning for BabyLMs

Luca Capone, Alessandro Bondielli, Alessandro Lenci

机构 * CoLing Lab, Department of Philology, Literature and Linguistics, University of Pisa（皮尔切大学哲学、文学与语言学系语言实验室）； Department of Computer Science, University of Pisa（皮尔切大学计算机科学系）

专题命中指令微调：instruction tuning(title,abstract)；分类 cs.CL

Comments Paper accepted for oral presentation at the BabyLM Challange 2025 (EMNLP2025)

2507.22149 2025-10-30 cs.AI cs.LG 79%

When Truthful Representations Flip Under Deceptive Instructions?

Xianxuan Long, Yao Fu, Runchao Li, Mu Sheng, Haotian Yu, Xiaotian Han, Pan Li

机构 * Case Western Reserve University（凯斯西储大学）； Hangzhou Dianzi University（杭州电子科技大学）

专题命中指令微调：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

2510.25528 2025-10-30 cs.AI 70%

Zero Reinforcement Learning Towards General Domains

Yuyuan Zeng, Yufei Huang, Can Xu, Qingfeng Sun, Jianfeng Yan, Guanghui Xu, Tao Yang, Fengzong Lian

专题命中指令微调：large language model(abstract)；language model(abstract)；分类 cs.AI

2505.23722 2025-10-30 cs.CL 70%

LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition

Fan Bai, Hamid Hassanzadeh, Ardavan Saeedi, Mark Dredze

机构 * Johns Hopkins University（约翰霍普金斯大学）； Optum（奥普姆）

专题命中指令微调：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Accepted to EMNLP 2025

2510.25616 2025-10-30 cs.LG cs.AI cs.RO 62%

Don't Blind Your VLA: Aligning Visual Representations for OOD Generalization

Nikita Kachaev, Mikhail Kolosov, Daniil Zelezetsky, Alexey K. Kovalev, Aleksandr I. Panov

机构 * Cognitive AI Lab（认知人工智能实验室）； Cognitive AI Lab, IAI MIPT（认知人工智能实验室，IAI MIPT）

专题命中指令微调：language model(abstract)；分类 cs.AI、cs.LG

Comments 13 pages, 6 figures