语言大模型 / LLM

VividMed: Vision Language Model with Versatile Visual Grounding for Medicine

Lingxiao Luo, Bingda Tang, Xuanzhong Chen, Rong Han, Ting Chen

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

Exploiting Point-Language Models with Dual-Prompts for 3D Anomaly Detection

Jiaxiang Wang, Haote Xu, Xiaolu Chen, Haodi Xu, Yue Huang, Xinghao Ding, Xiaotong Tu

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

Comments 10 pages, 7 figures

Fine-Tuning Foundation Models with Federated Learning for Privacy Preserving Medical Time Series Forecasting

Mahad Ali, Curtis Lisle, Patrick W. Moore, Tammer Barkouki, Brian J. Kirkwood, Laura J. Brattain

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

Comments submitted to IEEE EMBC 2025; 7 pages, 4 figures

Examining Imbalance Effects on Performance and Demographic Fairness of Clinical Language Models

Precious Jones, Weisi Liu, I-Chan Huang, Xiaolei Huang

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

Comments 10 pages. Accepted by IEEE ICHI 2025

AIDE: Agentically Improve Visual Language Model with Domain Experts

Ming-Chang Chiu, Fuxiao Liu, Karan Sapra, Andrew Tao, Yaser Jacoob, Xuezhe Ma, Zhiding Yu, Guilin Liu

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

Comments 6 pages, 4 figures, 2 tables

Guiding Medical Vision-Language Models with Explicit Visual Prompts: Framework Design and Comprehensive Exploration of Prompt Variations

Kangyu Zhu, Ziyuan Qin, Huahui Yi, Zekun Jiang, Qicheng Lao, Shaoting Zhang, Kang Li

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

Comments Accepted to NAACL 2025 Main Conference

AiRacleX: Automated Detection of Price Oracle Manipulations via LLM-Driven Knowledge Mining and Prompt Generation

Bo Gao, Yuan Wang, Qingsong Wei, Yong Liu, Rick Siow Mong Goh, David Lo

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

A Multimodal PDE Foundation Model for Prediction and Scientific Text Descriptions

Elisa Negrini, Yuxuan Liu, Liu Yang, Stanley J. Osher, Hayden Schaeffer

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

Continually Evolved Multimodal Foundation Models for Cancer Prognosis

Jie Peng, Shuang Zhou, Longwei Yang, Yiran Song, Mohan Zhang, Kaixiong Zhou, Feng Xie, Mingquan Lin, Rui Zhang, Tianlong Chen

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

Comments 9 pages, 1 figure

MEL: Legal Spanish Language Model

David Betancur Sánchez, Nuria Aldama García, Álvaro Barbero Jiménez, Marta Guerrero Nieto, Patricia Marsà Morales, Nicolás Serrano Salas, Carlos García Hernán, Pablo Haya Coll, Elena Montiel Ponsoda, Pablo Calleja Ibáñez

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

Comments 8 pages, 6 figures, 3 tables

Knowledge Graph Enhanced Language Agents for Recommendation

Taicheng Guo, Chaochun Liu, Hai Wang, Varun Mannam, Fang Wang, Xin Chen, Xiangliang Zhang, Chandan K. Reddy

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

iLLuMinaTE: An LLM-XAI Framework Leveraging Social Science Explanation Theories Towards Actionable Student Performance Feedback

Vinitra Swamy, Davide Romano, Bhargav Srinivasa Desikan, Oana-Maria Camburu, Tanja Käser

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

Comments Accepted at AAAI 2025

Self-adaptive vision-language model for 3D segmentation of pulmonary artery and vein

Xiaotong Guo, Deqian Yang, Dan Wang, Haochen Zhao, Yuan Li, Zhilin Sui, Tao Zhou, Lijun Zhang, Yanda Meng

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

Comments 8 pages,3 figures

Advancements in Visual Language Models for Remote Sensing: Datasets, Capabilities, and Enhancement Techniques

Lijie Tao, Haokui Zhang, Haizhao Jing, Yu Liu, Dawei Yan, Guoting Wei, Xizhe Xue

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

LegalAgentBench: Evaluating LLM Agents in Legal Domain

Haitao Li, Junjie Chen, Jingli Yang, Qingyao Ai, Wei Jia, Youfeng Liu, Kai Lin, Yueyue Wu, Guozhi Yuan, Yiran Hu, Wuyue Wang, Yiqun Liu, Minlie Huang

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

Comments 23 pages

Learning from Impairment: Leveraging Insights from Clinical Linguistics in Language Modelling Research

Dominique Brunato

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

Comments accepted at the 31st International Conference on Computational Linguistics (COLING 2025)

A Clinical Trial Design Approach to Auditing Language Models in Healthcare Setting

Lovedeep Gondara, Jonathan Simkin

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

Open-Source Protein Language Models for Function Prediction and Protein Design

Shivasankaran Vanaja Pandi, Bharath Ramsundar

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

Comments To be published in 4th Annual AAAI workshop on AI to Accelerate Science and Engineering

Breaking the Programming Language Barrier: Multilingual Prompting to Empower Non-Native English Learners

James Prather, Brent N. Reeves, Paul Denny, Juho Leinonen, Stephen MacNeil, Andrew Luxton-Reilly, João Orvalho, Amin Alipour, Ali Alfageeh, Thezyrie Amarouche, Bailey Kimmel, Jared Wright, Musa Blake, Gweneth Barbre

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

Comments 10 pages, 3 tables. Accepted for publication at the 27th Australasian Computing Education Conference (ACE 2025)

Domain-Adaptive Pre-training of Self-Supervised Foundation Models for Medical Image Classification in Gastrointestinal Endoscopy

Marcel Roth, Micha V. Nowak, Adrian Krenzer, Frank Puppe

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

The Impact of Example Selection in Few-Shot Prompting on Automated Essay Scoring Using GPT Models

Lui Yoshida

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

Comments Accepted in AIED2024. This preprint has not undergone any post-submission improvements or corrections. The Version of Record of this contribution is published in Communications in Com-puter and Information Science, vol 2150, and is available online at https://doi.org/

Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review

Iryna Hartsock, Ghulam Rasool

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

Comments 43 pages; paper edited and restructured

A Study on Unsupervised Domain Adaptation for Semantic Segmentation in the Era of Vision-Language Models

Manuel Schwonberg, Claus Werner, Hanno Gottschalk, Carsten Meyer

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

Comments Accepted to British Machine Vision Conference (BMVC) 2024: Workshop on Robust Recognition in the Open World (RROW)

AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation

Chengyin Li, Prashant Khanduri, Yao Qiang, Rafi Ibn Sultan, Indrin Chetty, Dongxiao Zhu

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

Comments Accepted by WACV-2025

Astro-HEP-BERT: A bidirectional language model for studying the meanings of concepts in astrophysics and high energy physics

Arno Simons

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

Comments 7 pages, 4 figures, 1 table

EHRMamba: Towards Generalizable and Scalable Foundation Models for Electronic Health Records

Adibvafa Fallahpour, Mahshid Alinoori, Wenqian Ye, Xu Cao, Arash Afkanpour, Amrit Krishnan

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

Comments 17 Pages, 4 Figures

RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models

Maya Varma, Jean-Benoit Delbrouck, Zhihong Chen, Akshay Chaudhari, Curtis Langlotz

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

Comments NeurIPS 2024

Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models

Zizhang Chen, Peizhao Li, Xiaomeng Dong, Pengyu Hong

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

Cross-Domain Pre-training with Language Models for Transferable Time Series Representations

Mingyue Cheng, Xiaoyu Tao, Qi Liu, Hao Zhang, Yiheng Chen, Defu Lian

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

From Tokens to Materials: Leveraging Language Models for Scientific Discovery

Yuwei Wan, Tong Xie, Nan Wu, Wenjie Zhang, Chunyu Kit, Bram Hoex

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