语言大模型 / LLM - arXivDaily 专题

2507.02937 2025-10-29 cs.LG cs.AI 86%

FoGE: Fock Space inspired encoding for graph prompting

Sotirios Panagiotis Chytas, Rudrasis Chakraborty, Vikas Singh

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校）； Lawrence Livermore National Lab（劳伦斯利弗莫尔国家实验室）

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

2510.24505 2025-10-29 cs.CL 85%

CritiCal: Can Critique Help LLM Uncertainty or Confidence Calibration?

Qing Zong, Jiayu Liu, Tianshi Zheng, Chunyang Li, Baixuan Xu, Haochen Shi, Weiqi Wang, Zhaowei Wang, Chunkit Chan, Yangqiu Song

机构 * Department of Computer Science and Engineering, HKUST（计算机科学与工程系，香港科技大学）

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.CL

2510.24408 2025-10-29 cs.CR cs.NI 85%

Uncovering Gaps Between RFC Updates and TCP/IP Implementations: LLM-Facilitated Differential Checks on Intermediate Representations

Yifan Wu, Xuewei Feng, Yuxiang Yang, Ke Xu

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

Comments 15 pages, 7 figures

2510.24120 2025-10-29 cs.LG 77%

Graph-Guided Concept Selection for Efficient Retrieval-Augmented Generation

Ziyu Liu, Yijing Liu, Jianfei Yuan, Minzhi Yan, Le Yue, Honghui Xiong, Yi Yang

机构 * Huawei Cloud Computing Technology Co., Ltd, China（华为云计算技术有限公司，中国）

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.LG

2506.23464 2025-10-29 cs.AI 74%

The Confidence Paradox: Can LLM Know When It's Wrong

Sahil Tripathi, Md Tabrez Nafis, Imran Hussain, Jiechao Gao

机构 * Jamia Hamdard（贾迈亚哈姆达德大学）； Center for SDGC, Stanford University（SDGC中心，斯坦福大学）

专题命中知识编辑与模型理解：LLM(title)；分类 cs.AI

Comments Accepted at the 14th IJCNLP & 4th AACL 2025 (Main)

2410.22366 2025-10-29 cs.LG cs.AI cs.CV 73%

One-Step is Enough: Sparse Autoencoders for Text-to-Image Diffusion Models

Viacheslav Surkov, Chris Wendler, Antonio Mari, Mikhail Terekhov, Justin Deschenaux, Robert West, Caglar Gulcehre, David Bau

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

2510.24259 2025-10-29 cs.CL cs.RO 70%

Can LLMs Translate Human Instructions into a Reinforcement Learning Agent's Internal Emergent Symbolic Representation?

Ziqi Ma, Sao Mai Nguyen, Philippe Xu

机构 * U2IS, ENSTA, IP-Paris（U2IS、ENSTA、IP-巴黎）

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

2510.23458 2025-10-29 cs.CL cs.AI 62%

BrowseConf: Confidence-Guided Test-Time Scaling for Web Agents

Litu Ou, Kuan Li, Huifeng Yin, Liwen Zhang, Zhongwang Zhang, Xixi Wu, Rui Ye, Zile Qiao, Pengjun Xie, Jingren Zhou, Yong Jiang

机构 * Tongyi Lab（通义实验室）； Alibaba Group（阿里巴巴集团）

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

Comments 25 pages

2510.24459 2025-10-29 cs.AI cs.MA cs.SE 57%

Affordance Representation and Recognition for Autonomous Agents

Habtom Kahsay Gidey, Niklas Huber, Alexander Lenz, Alois Knoll

机构 * Technische Universität München（慕尼黑技术大学）； Jessy Works（杰西工作）

专题命中知识编辑与模型理解：foundation model(abstract)；分类 cs.AI

Journal ref The Second International Workshop on Hypermedia Multi-Agent Systems (HyperAgents 2025), in conjunction with the 28th European Conference on Artificial Intelligence (ECAI 2025); October 26, 2025, Bologna, Italy

1. 知识编辑与模型理解 9 篇