语言大模型 / LLM

Toward Open Earth Science as Fast and Accessible as Natural Language

Marquita Ellis, Iksha Gurung, Muthukumaran Ramasubramanian, Rahul Ramachandran

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)

Uncertainty-Aware Tabular Prediction: Evaluating VBLL-Enhanced TabPFN in Safety-Critical Medical Data

Madhushan Ramalingam

机构 * Engineering University of Moratuwa Sri Lanka（穆塔瓦大学工程学院） 纠错

专题命中 领域大模型 ：foundation model(abstract)；分类 cs.LG

When and How Does CLIP Enable Domain and Compositional Generalization?

Elias Kempf, Simon Schrodi, Max Argus, Thomas Brox

机构 * University of Freiburg（弗赖堡大学） 纠错

专题命中 领域大模型 ：language model(abstract)；分类 cs.LG

Comments ICML 2025 (Spotlight)

MedM-VL: What Makes a Good Medical LVLM?

Yiming Shi, Shaoshuai Yang, Xun Zhu, Haoyu Wang, Xiangling Fu, Miao Li, Ji Wu

机构 * Department of Electronic Engineering, Tsinghua University（清华大学电子工程系） ； College of AI, Tsinghua University（清华大学人工智能学院） ； Beijing National Research Center for Information Science and Technology（北京信息科学与技术国家研究中心） ； School of Computer Science, Beijing University of Posts and Telecommunications（北京邮电大学计算机学院） 纠错

专题命中 领域大模型 ：language model(abstract)

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

Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors

Georgios Chochlakis, Alexandros Potamianos, Kristina Lerman, Shrikanth Narayanan

机构 * University of Southern California（南加州大学） ； National Technical University of Athens（雅典国立技术大学） 纠错

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments 16 pages, 12 figures, 3 tables

Journal ref Proceedings of the 2025 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 5513-5528, Albuquerque, New Mexico, April 2025

Powering Job Search at Scale: LLM-Enhanced Query Understanding in Job Matching Systems

Ping Liu, Jianqiang Shen, Qianqi Shen, Chunnan Yao, Kevin Kao, Dan Xu, Rajat Arora, Baofen Zheng, Caleb Johnson, Liangjie Hong, Jingwei Wu, Wenjing Zhang

机构 * LinkedIn Corporation（LinkedIn公司） 纠错

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.LG

Comments CIKM2025

Decentralising LLM Alignment: A Case for Context, Pluralism, and Participation

Oriane Peter, Kate Devlin

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.LG

Comments Accepted at AIES 2025

Steering Protein Language Models

Long-Kai Huang, Rongyi Zhu, Bing He, Jianhua Yao

机构 * Tencent AI Lab（腾讯人工智能实验室） 纠错

专题命中 其他LLM ：language model(title,abstract)；large language model(abstract)；foundation model(abstract)；分类 cs.LG

Comments Accepted to ICML 2025

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees

Sepanta Zeighami, Shreya Shankar, Aditya Parameswaran

机构 * UC Berkeley（伯克利大学） 纠错

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments To appear in SIGMOD'26

A Framework for Testing and Adapting REST APIs as LLM Tools

Jayachandu Bandlamudi, Ritwik Chaudhuri, Neelamadhav Gantayat, Sambit Ghosh, Kushal Mukherjee, Prerna Agarwal, Renuka Sindhgatta, Sameep Mehta

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

LLMs as Agentic Cooperative Players in Multiplayer UNO

Yago Romano Matinez, Jesse Roberts

机构 * Department of Computer Science Tennessee Tech University（计算机科学系塔恩西技术大学） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；prompting(abstract)

How Small Transformation Expose the Weakness of Semantic Similarity Measures

Serge Lionel Nikiema, Albérick Euraste Djire, Abdoul Aziz Bonkoungou, Micheline Bénédicte Moumoula, Jordan Samhi, Abdoul Kader Kabore, Jacques Klein, Tegawendé F. Bissyande

机构 * University of Luxembourg（卢森堡大学） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

HANRAG: Heuristic Accurate Noise-resistant Retrieval-Augmented Generation for Multi-hop Question Answering

Duolin Sun, Dan Yang, Yue Shen, Yihan Jiao, Zhehao Tan, Jie Feng, Lianzhen Zhong, Jian Wang, Peng Wei, Jinjie Gu

机构 * Ant Group（蚂蚁集团） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

My Favorite Streamer is an LLM: Discovering, Bonding, and Co-Creating in AI VTuber Fandom

Jiayi Ye, Chaoran Chen, Yue Huang, Yanfang Ye, Toby Jia-Jun Li, Xiangliang Zhang

专题命中 其他LLM ：LLM(title)

RFSeek and Ye Shall Find

Noga H. Rotman, Tiago Ferreira, Hila Peleg, Mark Silberstein, Alexandra Silva

机构 * Technion - Israel Institute of Technology（技术ion-以色列理工学院） ； University College London（伦敦大学学院） ； Cornell University（康奈尔大学） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.LG

Comments 7 pages

Dynamic Motion Blending for Versatile Motion Editing

Nan Jiang, Hongjie Li, Ziye Yuan, Zimo He, Yixin Chen, Tengyu Liu, Yixin Zhu, Siyuan Huang

机构 * Institute for AI, Peking University（人工智能研究院，北京大学） ； State Key Laboratory of General Artificial Intelligence, BIGAI（通用人工智能国家重点实验室，BIGAI） ； Yuanpei College, Peking University（元培学院，北京大学） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Towards Fully Automated Molecular Simulations: Multi-Agent Framework for Simulation Setup and Force Field Extraction

Marko Petković, Vlado Menkovski, Sofía Calero

机构 * Eindhoven University of Technology（埃因霍温理工大学） 纠错

专题命中 其他LLM ：LLM(abstract)；分类 cs.AI

The Precautionary Principle and the Innovation Principle: Incompatible Guides for AI Innovation Governance?

Kim Kaivanto

机构 * Lancaster University（兰卡斯特大学） 纠错

专题命中 其他LLM ：foundation model(abstract)；分类 cs.AI

Comments 47 pages

Beyond Likes: How Normative Feedback Complements Engagement Signals on Social Media

Yuchen Wu, Mingduo Zhao, John Canny

专题命中 其他LLM ：LLM(abstract)

Revisiting Group Differences in High-Dimensional Choices: Method and Application to Congressional Speech

Paul Hofmarcher, Jan Vávra, Sourav Adhikari, Bettina Grün

专题命中 其他LLM ：language model(abstract)

Journal ref Journal of Applied Econometrics 40 (2025) 577-588