语言大模型 / LLM

Conformal Information Pursuit for Interactively Guiding Large Language Models

Kwan Ho Ryan Chan, Yuyan Ge, Edgar Dobriban, Hamed Hassani, René Vidal

机构 * University of Pennsylvania（宾夕法尼亚大学） 纠错

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

Are Humans as Brittle as Large Language Models?

Jiahui Li, Sean Papay, Roman Klinger

机构 * University of Bamberg（巴姆伯格大学） 纠错

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

Large language models as uncertainty-calibrated optimizers for experimental discovery

Bojana Ranković, Ryan-Rhys Griffiths, Philippe Schwaller

机构 * École Polytechnique Fédérale de Lausanne (EPFL)（瑞士联邦理工学院（EPFL）） ； National Centre of Competence in Research (NCCR) Catalysis（研究型研究中心（NCCR）催化） 纠错

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

To Word Senses and Beyond: Inducing Concepts with Contextualized Language Models

Bastien Liétard, Pascal Denis, Mikaela Keller

机构 * University of Lille（里尔大学） ； Inria（法国国家信息与自动化技术研究院） ； CNRS（法国国家科学研究中心） ； Centrale Lille（里尔中央理工学院） ； UMR 9189 - CRIStAL 纠错

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

Comments Published in EMNLP 2024 main conference proceedings

Journal ref In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 2684-2696 (2024)

Conformal Prediction Adaptive to Unknown Subpopulation Shifts

Nien-Shao Wang, Duygu Nur Yaldiz, Yavuz Faruk Bakman, Sai Praneeth Karimireddy

机构 * University of Southern California（南加州大学） 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.AI、cs.LG

Comments 21 pages, 7 figures, 5 tables, submitted to ICLR 2026

MetaRAG: Metamorphic Testing for Hallucination Detection in RAG Systems

Channdeth Sok, David Luz, Yacine Haddam

机构 * Forvia Paris Tech Center, GIT, Immeuble Lumière, 40 avenue des Terroirs de France, 75012 Paris, France（巴黎Forvia技术中心，GIT，Lumière大厦，法国巴黎75012） 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

Comments Identity-Aware AI workshop at 28th European Conference on Artificial Intelligence, October 25, 2025, Bologna, Italy

Open Agent Specification (Agent Spec): A Unified Representation for AI Agents

Soufiane Amini, Yassine Benajiba, Cesare Bernardis, Paul Cayet, Hassan Chafi, Abderrahim Fathan, Louis Faucon, Damien Hilloulin, Sungpack Hong, Ingo Kossyk, Tran Minh Son Le, Rhicheek Patra, Sujith Ravi, Jonas Schweizer, Jyotika Singh, Shailender Singh, Weiyi Sun, Kartik Talamadupula, Jerry Xu

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

Shared Latent Representation for Joint Text-to-Audio-Visual Synthesis

Dogucan Yaman, Seymanur Akti, Fevziye Irem Eyiokur, Alexander Waibel

机构 * Karlsruhe Institute of Technology（卡尔斯鲁厄理工学院） ； 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 ：pretraining(abstract)

Search-TTA: A Multimodal Test-Time Adaptation Framework for Visual Search in the Wild

Derek Ming Siang Tan, Shailesh, Boyang Liu, Alok Raj, Qi Xuan Ang, Weiheng Dai, Tanishq Duhan, Jimmy Chiun, Yuhong Cao, Florian Shkurti, Guillaume Sartoretti

专题命中 知识编辑与模型理解 ：language model(abstract)

Comments Accepted for presentation at CORL 2025. Code, models, and data are available at https://search-tta.github.io/