语言大模型 / LLM

Multimodal Retrieval-Augmented Generation with Large Language Models for Medical VQA

A H M Rezaul Karim, Ozlem Uzuner

机构 * George Mason University（乔治·马歇尔大学） 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.CL、cs.AI

The Hidden Bias: A Study on Explicit and Implicit Political Stereotypes in Large Language Models

Konrad Löhr, Shuzhou Yuan, Michael Färber

机构 * Technische Universität Dresden（德累斯顿技术大学） ； Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI)（可扩展数据与人工智能研究中心（ScaDS.AI）） 纠错

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

Do Large Language Models Show Biases in Causal Learning? Insights from Contingency Judgment

María Victoria Carro, Denise Alejandra Mester, Francisca Gauna Selasco, Giovanni Franco Gabriel Marraffini, Mario Alejandro Leiva, Gerardo I. Simari, María Vanina Martinez

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

R1-Ranker: Teaching LLM Rankers to Reason

Tao Feng, Zhigang Hua, Zijie Lei, Yan Xie, Shuang Yang, Bo Long, Jiaxuan You

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Meta Monetization AI（Meta 资源 monetization AI） 纠错

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

HALF: Harm-Aware LLM Fairness Evaluation Aligned with Deployment

Ali Mekky, Omar El Herraoui, Preslav Nakov, Yuxia Wang

机构 * Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） 纠错

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

Automated Extraction of Protocol State Machines from 3GPP Specifications with Domain-Informed Prompts and LLM Ensembles

Miao Zhang, Runhan Feng, Hongbo Tang, Yu Zhao, Jie Yang, Hang Qiu, Qi Liu

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

Robust or Suggestible? Exploring Non-Clinical Induction in LLM Drug-Safety Decisions

Siying Liu, Shisheng Zhang, Indu Bala

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

Comments Preprint of a paper accepted as a poster at the NeurIPS 2025 Workshop on Generative AI for Health (GenAI4Health). The final camera-ready workshop version may differ. Licensed under CC BY 4.0

SPIRIT: Patching Speech Language Models against Jailbreak Attacks

Amirbek Djanibekov, Nurdaulet Mukhituly, Kentaro Inui, Hanan Aldarmaki, Nils Lukas

机构 * MBZUAI ； Tohoku University（东北大学） ； RIKEN（日本科学技术研究院） 纠错

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

Boosting Graph Foundation Model from Structural Perspective

Yao Cheng, Yige Zhao, Jianxiang Yu, Xiang Li

机构 * School of Data Science and Engineering, East China Normal University, Shanghai 200062, China（数据科学与工程学院，东华大学，上海200062，中国） 纠错

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

Comments The article has been accepted by Frontiers of Computer Science (FCS), with the DOI: {10.1007/s11704-025-50736-y}

Serialized EHR make for good text representations

Zhirong Chou, Quan Qin, Shi Li

机构 * Southern China University（南方中国大学） 纠错

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

David vs. Goliath: A comparative study of different-sized LLMs for code generation in the domain of automotive scenario generation

Philipp Bauerfeind, Amir Salarpour, David Fernandez, Pedram MohajerAnsari, Johannes Reschke, Mert D. Pesé

机构 * Clemson University（克莱姆森大学） 纠错

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

Synergistic Integration and Discrepancy Resolution of Contextualized Knowledge for Personalized Recommendation

Lingyu Mu, Hao Deng, Haibo Xing, Kaican Lin, Zhitong Zhu, Yu Zhang, Xiaoyi Zeng, Zhengxiao Liu, Zheng Lin, Jinxin Hu

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

From Explainability to Action: A Generative Operational Framework for Integrating XAI in Clinical Mental Health Screening

Ratna Kandala, Akshata Kishore Moharir, Divya Arvinda Nayak

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

AI-Agents for Culturally Diverse Online Higher Education Environments

Fuze Sun, Paul Craig, Lingyu Li, Shixiangyue Meng, Chuxi Nan

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

VoxelPrompt: A Vision Agent for End-to-End Medical Image Analysis

Andrew Hoopes, Neel Dey, Victor Ion Butoi, John V. Guttag, Adrian V. Dalca

机构 * Massachusetts Institute of Technology（麻省理工学院） ； Massachusetts General Hospital（麻省总医院） ； Harvard Medical School（哈佛医学院） 纠错

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

Comments 22 pages, vision-language agent, medical image analysis, neuroimage foundation model