语言大模型 / LLM

From Hazard Identification to Controller Design: Proactive and LLM-Supported Safety Engineering for ML-Powered Systems

Yining Hong, Christopher S. Timperley, Christian Kästner

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

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

Comments Accepted for publication at the International Conference on AI Engineering (CAIN) 2025

Unsupervised Hallucination Detection by Inspecting Reasoning Processes

Ponhvoan Srey, Xiaobao Wu, Anh Tuan Luu

机构 * Nanyang Technological University（南洋理工大学） 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、cs.AI

Comments To appear in EMNLP 2025

Investigating Symbolic Triggers of Hallucination in Gemma Models Across HaluEval and TruthfulQA

Naveen Lamba, Sanju Tiwari, Manas Gaur

机构 * Center for Artificial Intelligence in Medicine, Imaging and Forensics, Sharda University, Greater Noida, India（人工智能医学与影像及法医学中心，沙达大学，印度Greater Noida） ； University of Maryland, Baltimore County, Baltimore, MD, USA（马里兰大学巴尔的摩县） 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、cs.AI

Cross-Layer Attention Probing for Fine-Grained Hallucination Detection

Malavika Suresh, Rahaf Aljundi, Ikechukwu Nkisi-Orji, Nirmalie Wiratunga

机构 * Robert Gordon University（罗伯特·戈登大学） 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、cs.AI

Comments To be published at the TRUST-AI workshop, ECAI 2025

Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning

Teresa Salazar, João Gama, Helder Araújo, Pedro Henriques Abreu

机构 * CISUC/LASI - Centre for Informatics and Systems of the University of Coimbra, Department of Informatics Engineering, University of Coimbra（科瓦姆布拉大学信息与系统中心/实验室，信息工程系，科瓦姆布拉大学） ； INESC TEC and the Faculty of Economy, University of Porto（INESC TEC和波尔图大学经济学院） ； Institute of Systems and Robotics, Department of Electrical and Computer Engineering, University of Coimbra（系统与机器人研究所，电子与计算机工程系，科瓦姆布拉大学） 纠错

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

Comments accepted for publication in IEEE Transactions on Neural Networks and Learning Systems (early access, Sep. 2025)

Journal ref IEEE Transactions on Neural Networks and Learning Systems (early access, Sep. 2025)

Distributed Quantum Computing: Applications and Challenges

Juan C. Boschero, Niels M. P. Neumann, Ward van der Schoot, Thom Sijpesteijn, Robert Wezeman

专题命中 知识编辑与模型理解 ：prompting(abstract)

Comments 9 pages, 1 figure