语言大模型 / LLM

AttackLLM: LLM-based Attack Pattern Generation for an Industrial Control System

Chuadhry Mujeeb Ahmed

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

Autoregressive Language Models for Knowledge Base Population: A case study in the space mission domain

Andrés García-Silva, José Manuel Gómez-Pérez

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

Comments Pre-print version

MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning

Jiazhen Pan, Che Liu, Junde Wu, Fenglin Liu, Jiayuan Zhu, Hongwei Bran Li, Chen Chen, Cheng Ouyang, Daniel Rueckert

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

Time-to-Event Pretraining for 3D Medical Imaging

Zepeng Huo, Jason Alan Fries, Alejandro Lozano, Jeya Maria Jose Valanarasu, Ethan Steinberg, Louis Blankemeier, Akshay S. Chaudhari, Curtis Langlotz, Nigam H. Shah

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

Comments 34 pages, 19 figures

MDTeamGPT: A Self-Evolving LLM-based Multi-Agent Framework for Multi-Disciplinary Team Medical Consultation

Kai Chen, Xinfeng Li, Tianpei Yang, Hewei Wang, Wei Dong, Yang Gao

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

Comments 24 pages

TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation

Mayank Kumar, Jiaqi Xue, Mengxin Zheng, Qian Lou

专题命中 领域大模型 ：LLM(title,abstract)；prompting(abstract)；分类 cs.LG

Comments 8 pages, 7 figures

Proceedings of the ISCA/ITG Workshop on Diversity in Large Speech and Language Models

Sebastian Möller, Pia Knoeferle, Britta Schulte, Nils Feldhus

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

Accelerating Earth Science Discovery via Multi-Agent LLM Systems

Dmitrii Pantiukhin, Boris Shapkin, Ivan Kuznetsov, Antonia Anna Jost, Nikolay Koldunov

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

Comments 10 pages, 1 figure. Perspective article

Enhancing Abnormality Grounding for Vision Language Models with Knowledge Descriptions

Jun Li, Che Liu, Wenjia Bai, Rossella Arcucci, Cosmin I. Bercea, Julia A. Schnabel

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

Comments 11 pages, 3 figures

BiasICL: In-Context Learning and Demographic Biases of Vision Language Models

Sonnet Xu, Joseph Janizek, Yixing Jiang, Roxana Daneshjou

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

From Dogwhistles to Bullhorns: Unveiling Coded Rhetoric with Language Models

Julia Mendelsohn, Ronan Le Bras, Yejin Choi, Maarten Sap

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

Comments ACL 2023, see https://dogwhistles.allen.ai/ for the glossary and other materials

Journal ref Association for Computational Linguistics, 2023

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Tianwei Lin, Wenqiao Zhang, Sijing Li, Yuqian Yuan, Binhe Yu, Haoyuan Li, Wanggui He, Hao Jiang, Mengze Li, Xiaohui Song, Siliang Tang, Jun Xiao, Hui Lin, Yueting Zhuang, Beng Chin Ooi

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

Comments Comments: added project page

ADO: Automatic Data Optimization for Inputs in LLM Prompts

Sam Lin, Wenyue Hua, Lingyao Li, Zhenting Wang, Yongfeng Zhang

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

LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education

Iain Weissburg, Sathvika Anand, Sharon Levy, Haewon Jeong

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

Comments 49 Pages, 55 Figures, NAACL Findings 2025

Leveraging LLM Agents for Automated Optimization Modeling for SASP Problems: A Graph-RAG based Approach

Tianpeng Pan, Wenqiang Pu, Licheng Zhao, Rui Zhou

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

LLM-Based Routing in Mixture of Experts: A Novel Framework for Trading

Kuan-Ming Liu, Ming-Chih Lo

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

Comments Accepted by AAAI 2025 Workshop on AI for Social Impact - Bridging Innovations in Finance, Social Media, and Crime Prevention

Visual Language Models as Operator Agents in the Space Domain

Alejandro Carrasco, Marco Nedungadi, Enrico M. Zucchelli, Amit Jain, Victor Rodriguez-Fernandez, Richard Linares

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

Comments Updated version of the paper presented in 2025 AIAA SciTech. https://arc.aiaa.org/doi/10.2514/6.2025-1543

DriVLM: Domain Adaptation of Vision-Language Models in Autonomous Driving

Xuran Zheng, Chang D. Yoo

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

BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs

Sheng Zhang, Yanbo Xu, Naoto Usuyama, Hanwen Xu, Jaspreet Bagga, Robert Tinn, Sam Preston, Rajesh Rao, Mu Wei, Naveen Valluri, Cliff Wong, Andrea Tupini, Yu Wang, Matt Mazzola, Swadheen Shukla, Lars Liden, Jianfeng Gao, Angela Crabtree, Brian Piening, Carlo Bifulco, Matthew P. Lungren, Tristan Naumann, Sheng Wang, Hoifung Poon

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

Comments The models are released at https://aka.ms/biomedclip

Effective LLM-Driven Code Generation with Pythoness

Kyla H. Levin, Kyle Gwilt, Emery D. Berger, Stephen N. Freund

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

Comments 5 pages

Regulator-Manufacturer AI Agents Modeling: Mathematical Feedback-Driven Multi-Agent LLM Framework

Yu Han, Zekun Guo

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

BiMediX: Bilingual Medical Mixture of Experts LLM

Sara Pieri, Sahal Shaji Mullappilly, Fahad Shahbaz Khan, Rao Muhammad Anwer, Salman Khan, Timothy Baldwin, Hisham Cholakkal

专题命中 领域大模型 ：LLM(title,abstract)；instruction tuning(abstract)；分类 cs.CL

Comments Accepted to EMNLP 2024 (Findings)

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2024, pages 16984-17002

Automatic detection of diseases in Spanish clinical notes combining medical language models and ontologies

Leon-Paul Schaub Torre, Pelayo Quiros, Helena Garcia Mieres

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

Comments Translation of SEPLN 2024 es paper

Improving Medical Diagnostics with Vision-Language Models: Convex Hull-Based Uncertainty Analysis

Ferhat Ozgur Catak, Murat Kuzlu, Taylor Patrick

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

Comments 15 pages

Evaluating Language Models for Generating and Judging Programming Feedback

Charles Koutcheme, Nicola Dainese, Arto Hellas, Sami Sarsa, Juho Leinonen, Syed Ashraf, Paul Denny

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

Comments 2 tables. Accepted for SIGCSE TS 2025

SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models

Dan Zhang, Ziniu Hu, Sining Zhoubian, Zhengxiao Du, Kaiyu Yang, Zihan Wang, Yisong Yue, Yuxiao Dong, Jie Tang

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

Comments Accepted to NeurIPS D&B Track 2024

MatPilot: an LLM-enabled AI Materials Scientist under the Framework of Human-Machine Collaboration

Ziqi Ni, Yahao Li, Kaijia Hu, Kunyuan Han, Ming Xu, Xingyu Chen, Fengqi Liu, Yicong Ye, Shuxin Bai

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

INDUS: Effective and Efficient Language Models for Scientific Applications

Bishwaranjan Bhattacharjee, Aashka Trivedi, Masayasu Muraoka, Muthukumaran Ramasubramanian, Takuma Udagawa, Iksha Gurung, Nishan Pantha, Rong Zhang, Bharath Dandala, Rahul Ramachandran, Manil Maskey, Kaylin Bugbee, Mike Little, Elizabeth Fancher, Irina Gerasimov, Armin Mehrabian, Lauren Sanders, Sylvain Costes, Sergi Blanco-Cuaresma, Kelly Lockhart, Thomas Allen, Felix Grezes, Megan Ansdell, Alberto Accomazzi, Yousef El-Kurdi, Davis Wertheimer, Birgit Pfitzmann, Cesar Berrospi Ramis, Michele Dolfi, Rafael Teixeira de Lima, Panagiotis Vagenas, S. Karthik Mukkavilli, Peter Staar, Sanaz Vahidinia, Ryan McGranaghan, Tsendgar Lee

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

Comments EMNLP 2024 (Industry Track)

E3D-GPT: Enhanced 3D Visual Foundation for Medical Vision-Language Model

Haoran Lai, Zihang Jiang, Qingsong Yao, Rongsheng Wang, Zhiyang He, Xiaodong Tao, Wei Wei, Weifu Lv, S. Kevin Zhou

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

Frontier AI Ethics: Anticipating and Evaluating the Societal Impacts of Language Model Agents

Seth Lazar

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