语言大模型 / LLM

Adapting Large Language Models to Emerging Cybersecurity using Retrieval Augmented Generation

Arnabh Borah, Md Tanvirul Alam, Nidhi Rastogi

机构 * School of Electrical and Computer Engineering（电气与计算机工程学院） ； Georgia Institute of Technology（佐治亚理工学院） ； Department of Computer Science（计算机科学系） ； Rochester Institute of Technology（罗切斯特理工学院） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Data Therapist: Eliciting Domain Knowledge from Subject Matter Experts Using Large Language Models

Sungbok Shin, Hyeon Jeon, Sanghyun Hong, Niklas Elmqvist

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

Language Model Crossover: Variation through Few-Shot Prompting

Elliot Meyerson, Mark J. Nelson, Herbie Bradley, Adam Gaier, Arash Moradi, Amy K. Hoover, Joel Lehman

专题命中 领域大模型 ：language model(title,abstract)；prompting(title,abstract)

Validity Is What You Need

Sebastian Benthall, Andrew Clark

机构 * International Computer Science Institute（国际计算机科学研究所） ； New York University School of Law（纽约大学法学院） 纠错

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

Patient-Centered Summarization Framework for AI Clinical Summarization: A Mixed-Methods Design

Maria Lizarazo Jimenez, Ana Gabriela Claros, Kieran Green, David Toro-Tobon, Felipe Larios, Sheena Asthana, Camila Wenczenovicz, Kerly Guevara Maldonado, Luis Vilatuna-Andrango, Cristina Proano-Velez, Satya Sai Sri Bandi, Shubhangi Bagewadi, Megan E. Branda, Misk Al Zahidy, Saturnino Luz, Mirella Lapata, Juan P. Brito, Oscar J. Ponce-Ponte

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

Comments The first two listed authors contributed equally Pages: 21; Figures:2; Tables:3

LeMat-Synth: a multi-modal toolbox to curate broad synthesis procedure databases from scientific literature

Magdalena Lederbauer, Siddharth Betala, Xiyao Li, Ayush Jain, Amine Sehaba, Georgia Channing, Grégoire Germain, Anamaria Leonescu, Faris Flaifil, Alfonso Amayuelas, Alexandre Nozadze, Stefan P. Schmid, Mohd Zaki, Sudheesh Kumar Ethirajan, Elton Pan, Mathilde Franckel, Alexandre Duval, N. M. Anoop Krishnan, Samuel P. Gleason

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

Comments 29 pages, 13 figures, 6 tables

MoME: Mixture of Visual Language Medical Experts for Medical Imaging Segmentation

Arghavan Rezvani, Xiangyi Yan, Anthony T. Wu, Kun Han, Pooya Khosravi, Xiaohui Xie

机构 * Department of Computer Science, University of California, Irvine（加州大学尔湾分校计算机科学系） ； School of Medicine, University of California, Irvine（加州大学尔湾分校医学院） 纠错

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

Multilingual BERT language model for medical tasks: Evaluation on domain-specific adaptation and cross-linguality

Yinghao Luo, Lang Zhou, Amrish Jhingoer, Klaske Vliegenthart Jongbloed, Carlijn Jordans, Ben Werkhoven, Tom Seinen, Erik van Mulligen, Casper Rokx, Yunlei Li

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

Overview of the MEDIQA-OE 2025 Shared Task on Medical Order Extraction from Doctor-Patient Consultations

Jean-Philippe Corbeil, Asma Ben Abacha, Jerome Tremblay, Phillip Swazinna, Akila Jeeson Daniel, Miguel Del-Agua, Francois Beaulieu

机构 * Microsoft Healthcare & Life Sciences（微软医疗与生命科学） 纠错

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

AI Agents in Drug Discovery

Srijit Seal, Dinh Long Huynh, Moudather Chelbi, Sara Khosravi, Ankur Kumar, Mattson Thieme, Isaac Wilks, Mark Davies, Jessica Mustali, Yannick Sun, Nick Edwards, Daniil Boiko, Andrei Tyrin, Douglas W. Selinger, Ayaan Parikh, Rahul Vijayan, Shoman Kasbekar, Dylan Reid, Andreas Bender, Ola Spjuth

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

Comments 45 pages, 12 figures

DeepOSets: Non-Autoregressive In-Context Learning with Permutation-Invariance Inductive Bias

Shao-Ting Chiu, Junyuan Hong, Ulisses Braga-Neto

机构 * Dept of Electrical & Computer Engineering Texas A&M University College Station, TX, USA（电气与计算机工程系塔拉斯州立大学） ； Department of Electrical & Computer Engineering University of Texas at Austin（电气与计算机工程系德克萨斯大学奥斯汀分校） 纠错

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

Comments Set transformer results in the high-dimensional (d=20) case were added; there is a revised proof of Theorem 1; minor edits were made throughout

MaterialsGalaxy: A Platform Fusing Experimental and Theoretical Data in Condensed Matter Physics

Tiannian Zhu, Zhong Fang, Quansheng Wu, Hongming Weng

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

Comments 18 pages, 5 figures. Accepted for publication in Chinese Physics B (24 October 2025)

Deep Learning-based Prediction of Clinical Trial Enrollment with Uncertainty Estimates

Tien Huu Do, Antoine Masquelier, Nae Eoun Lee, Jonathan Crowther

机构 * Pfizer（辉瑞公司） ； Merck（默克公司） 纠错

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

Privacy-Aware Continual Self-Supervised Learning on Multi-Window Chest Computed Tomography for Domain-Shift Robustness

Ren Tasai, Guang Li, Ren Togo, Takahiro Ogawa, Kenji Hirata, Minghui Tang, Takaaki Yoshimura, Hiroyuki Sugimori, Noriko Nishioka, Yukie Shimizu, Kohsuke Kudo, Miki Haseyama

机构 * Hokkaido University（北海道大学） 纠错

专题命中 领域大模型 ：pretraining(abstract)；分类 cs.AI、cs.LG

T3: Test-Time Model Merging in VLMs for Zero-Shot Medical Imaging Analysis

Raza Imam, Hu Wang, Dwarikanath Mahapatra, Mohammad Yaqub

机构 * Mohammed bin Zayed University of Artificial Intelligence（莫卧儿bin Zayed人工智能大学） 纠错

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

Comments Main: 11 pages, Supplementary: 9 pages 10 tables, 10 figures

BALR-SAM: Boundary-Aware Low-Rank Adaptation of SAM for Resource-Efficient Medical Image Segmentation

Zelin Liu, Sicheng Dong, Bocheng Li, Yixuan Yang, Jiacheng Ruan, Chenxu Zhou, Suncheng Xiang

机构 * Shanghai Jiao Tong University（上海交通大学） 纠错

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

Dynamic Risk Assessments for Offensive Cybersecurity Agents

Boyi Wei, Benedikt Stroebl, Jiacen Xu, Joie Zhang, Zhou Li, Peter Henderson

机构 * Princeton University（普林斯顿大学） ； Microsoft（微软公司） ； University of California Irvine（加州大学尔湾分校） 纠错

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

Comments 26 pages, 11 figures

From Pixels to Paths: A Multi-Agent Framework for Editable Scientific Illustration

Jianwen Sun, Fanrui Zhang, Yukang Feng, Chuanhao Li, Zizhen Li, Jiaxin Ai, Yifan Chang, Yu Dai, Kaipeng Zhang

机构 * Nankai University（南开大学） ； Shanghai Innovation Institute（上海创新研究院） ； Wuhan University（武汉大学） ； University of Science and Technology of China（中国科学技术大学） ； Shanghai AI Laboratory（上海人工智能实验室） 纠错

专题命中 领域大模型 ：language model(abstract)