语言大模型 / LLM

LICO: Large Language Models for In-Context Molecular Optimization

Tung Nguyen, Aditya Grover

机构 * Department of Computer Science University of California, Los Angeles（计算机科学系 加州大学洛杉矶分校） 纠错

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

Comments International Conference on Learning Representations (ICLR 2025)

Small Language Models Offer Significant Potential for Science Community

Jian Zhang

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

Prior-informed optimization of treatment recommendation via bandit algorithms trained on large language model-processed historical records

Saman Nessari, Ali Bozorgi-Amiri

机构 * School of Industrial Engineering, College of Engineering, University of Tehran（工业工程学院，工程学院，德黑兰大学） 纠错

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

NAACL2025 Tutorial: Adaptation of Large Language Models

Zixuan Ke, Yifei Ming, Shafiq Joty

机构 * Salesforce AI Research（Salesforce人工智能研究） 纠错

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

Comments NAACL2025 Tutorial

QoQ-Med: Building Multimodal Clinical Foundation Models with Domain-Aware GRPO Training

Wei Dai, Peilin Chen, Chanakya Ekbote, Paul Pu Liang

机构 * MIT Media Lab（MIT媒体实验室） ； MIT EECS（MIT电子工程与计算机科学系） 纠错

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

Comments Accepted as Oral at NeurIPS 2025. Revision after camera ready

IM-Chat: A Multi-agent LLM Framework Integrating Tool-Calling and Diffusion Modeling for Knowledge Transfer in Injection Molding Industry

Junhyeong Lee, Joon-Young Kim, Heekyu Kim, Inhyo Lee, Seunghwa Ryu

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

AutoMT: A Multi-Agent LLM Framework for Automated Metamorphic Testing of Autonomous Driving Systems

Linfeng Liang, Chenkai Tan, Yao Deng, Yingfeng Cai, T. Y Chen, Xi Zheng

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

XGen-Q: An Explainable Domain-Adaptive LLM Framework with Retrieval-Augmented Generation for Software Security

Hamed Jelodar, Mohammad Meymani, Roozbeh Razavi-Far, Ali A. Ghorbani

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

Doctor Approved: Generating Medically Accurate Skin Disease Images through AI-Expert Feedback

Janet Wang, Yunbei Zhang, Zhengming Ding, Jihun Hamm

机构 * Tulane University（路易斯安那州立大学） 纠错

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

Comments NeurIPS 2025

Natural Language Processing for Cardiology: A Narrative Review

Kailai Yang, Yan Leng, Xin Zhang, Tianlin Zhang, Paul Thompson, Bernard Keavney, Maciej Tomaszewski, Sophia Ananiadou

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

Who's Asking? Investigating Bias Through the Lens of Disability Framed Queries in LLMs

Vishnu Hari, Kalpana Panda, Srikant Panda, Amit Agarwal, Hitesh Laxmichand Patel

机构 * Birla Institute of Technology and Science (BITS)（巴拉·技术与科学学院） 纠错

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

Comments Accepted at ICCV 2025

CLiVR: Conversational Learning System in Virtual Reality with AI-Powered Patients

Akilan Amithasagaran, Sagnik Dakshit, Bhavani Suryadevara, Lindsey Stockton

机构 * The University of Texas at Tyler（德克萨斯理工大学） 纠错

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

Training-Free Label Space Alignment for Universal Domain Adaptation

Dujin Lee, Sojung An, Jungmyung Wi, Kuniaki Saito, Donghyun Kim

机构 * Department of Artificial Intelligence, Korea University（人工智能系，韩国大学） 纠错

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

Comments 22 pages, 12 figures

Top-P Masking for Cross Language Information Retrieval

Joseph Casale, Andrew Silverschotz, Joseph DeSimone

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

Comments Unsubmitted

Can You Trust What You See? Alpha Channel No-Box Attacks on Video Object Detection

Ariana Yi, Ce Zhou, Liyang Xiao, Qiben Yan

机构 * Mission San Jose High School（Mission San Jose 高中） ； Missouri University of Science and Technology（密苏里科学与技术大学） ； Michigan State University（密歇根州立大学） 纠错

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

A Design Science Blueprint for an Orchestrated AI Assistant in Doctoral Supervision

Teo Susnjak, Timothy R. McIntosh, Tong Liu, Paul Watters

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