语言大模型 / LLM

Nova: Generative Language Models for Assembly Code with Hierarchical Attention and Contrastive Learning

Nan Jiang, Chengxiao Wang, Kevin Liu, Xiangzhe Xu, Lin Tan, Xiangyu Zhang, Petr Babkin

机构 * Purdue University（普渡大学） ； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Lynbrook High School（林布罗克高中） ； J.P. Morgan AI Research（摩根大通人工智能研究） 纠错

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

Comments Published as a conference paper at ICLR 2025

ControlMed: Adding Reasoning Control to Medical Language Model

Sung-Min Lee, Siyoon Lee, Juyeon Kim, Kyoungmin Roh

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

Comments IJCNLP-AACL 2025

Anatomy-VLM: A Fine-grained Vision-Language Model for Medical Interpretation

Difei Gu, Yunhe Gao, Mu Zhou, Dimitris Metaxas

机构 * Rutgers University（新泽西罗格斯大学） ； Stanford University（斯坦福大学） 纠错

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

Comments Accepted to Winter Conference on Applications of Computer Vision (WACV) 2026

Estranged Predictions: Measuring Semantic Category Disruption with Masked Language Modelling

Yuxuan Liu, Haim Dubossarsky, Ruth Ahnert

机构 * School of Arts, Queen Mary University of London（艺术学院，伦敦女王学院） ； School of Electronic Engineering and Computer Science, Queen Mary University of London（电子工程与计算机科学学院，伦敦女王学院） 纠错

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

From Natural Language to Certified H-infinity Controllers: Integrating LLM Agents with LMI-Based Synthesis

Shihao Li, Jiachen Li, Jiamin Xu, Dongmei Chen

专题命中 领域大模型 ：LLM(title,abstract)

OneRec-Think: In-Text Reasoning for Generative Recommendation

Zhanyu Liu, Shiyao Wang, Xingmei Wang, Rongzhou Zhang, Jiaxin Deng, Honghui Bao, Jinghao Zhang, Wuchao Li, Pengfei Zheng, Xiangyu Wu, Yifei Hu, Qigen Hu, Xinchen Luo, Lejian Ren, Zixing Zhang, Qianqian Wang, Kuo Cai, Yunfan Wu, Hongtao Cheng, Zexuan Cheng, Lu Ren, Huanjie Wang, Yi Su, Ruiming Tang, Kun Gai, Guorui Zhou

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

A Cautionary Tale About "Neutrally" Informative AI Tools Ahead of the 2025 Federal Elections in Germany

Ina Dormuth, Sven Franke, Marlies Hafer, Tim Katzke, Alexander Marx, Emmanuel Müller, Daniel Neider, Markus Pauly, Jérôme Rutinowski

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

Journal ref Explainable Artificial Intelligence (xAI 2025). Communications in Computer and Information Science, vol. 2580, pp. 64-85. Springer, Cham (2026)

Exploring the Psychometric Validity of AI-Generated Student Responses: A Study on Virtual Personas' Learning Motivation

Huanxiao Wang

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

Comments The paper has been accepted as proceedings of Artificial Intelligence in Measurement and Education Conference (AIME-Con) (2025)

PAL: Designing Conversational Agents as Scalable, Cooperative Patient Simulators for Palliative-Care Training

Neil K. R. Sehgal, Hita Kambhamettu, Allen Chang, Andrew Zhu, Lyle Ungar, Sharath Chandra Guntuku

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

Journal ref CSCW Companion '25: Companion Publication of the 2025 Conference on Computer-Supported Cooperative Work and Social Computing

Bridged Semantic Alignment for Zero-shot 3D Medical Image Diagnosis

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

机构 * University of Science and Technology of China（中国科学技术大学） ； Suzhou Institute for Advanced Research（苏州先进研究所） ； Stanford University（斯坦福大学） ； iFlytek Co. Ltd.（iFlytek公司） ； The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, USTC（中国科学技术大学第一附属医院） 纠错

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

Benchmarking Domain Generalization Algorithms in Computational Pathology

Neda Zamanitajeddin, Mostafa Jahanifar, Kesi Xu, Fouzia Siraj, Nasir Rajpoot

机构 * Tissue Image Analytics centre, Department of Computer Science（组织机构：组织机构，计算机科学系） ； Histofy Ltd（Histofy有限公司） ； ICMR-National Institute of Pathology（ICMR国家病理研究所） 纠错

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

STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation

Zhenye Yang, Jinpeng Chen, Huan Li, Xiongnan Jin, Xuanyang Li, Junwei Zhang, Hongbo Gao, Kaimin Wei, Senzhang Wang

机构 * School of Artificial Intelligence Shenzhen University（人工智能学院深圳大学） ； Beijing University of Posts and Telecommunications（北京邮电大学） ； Jinan University（暨南大学） ； Central South University（中南大学） 纠错

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

Comments 10 pages; 4 figures; 6 tables; code available at https://github.com/Alex-bupt/STEP

Journal ref CIKM '2025: Proceedings of the 34th ACM International Conference on Information and Knowledge Management

Multi-Modal Assistance for Unsupervised Domain Adaptation on Point Cloud 3D Object Detection

Shenao Zhao, Pengpeng Liang, Zhoufan Yang

专题命中 领域大模型 ：language model(abstract)

Comments Accepted to AAAI-26

DGL-RSIS: Decoupling Global Spatial Context and Local Class Semantics for Training-Free Remote Sensing Image Segmentation

Boyi Li, Ce Zhang, Richard M. Timmerman, Wenxuan Bao

专题命中 领域大模型 ：language model(abstract)