语言大模型 / LLM

Knowledge Integration for Physics-informed Symbolic Regression Using Pre-trained Large Language Models

Bilge Taskin, Wenxiong Xie, Teddy Lazebnik

机构 * Department of Computing Jonkoping University（乔恩考普大学计算机系） ； Department of Information Science University of Haifa（海法大学信息科学系） 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.AI、cs.LG

Generalizable Skill Learning for Construction Robots with Crowdsourced Natural Language Instructions, Composable Skills Standardization, and Large Language Model

Hongrui Yu, Vineet R. Kamat, Carol C. Menassa

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

Comments Under review for ASCE OPEN: Multidisciplinary Journal of Civil Engineering

Toward a robust lesion detection model in breast DCE-MRI: adapting foundation models to high-risk women

Gabriel A. B. do Nascimento, Vincent Dong, Guilherme J. Cavalcante, Alex Nguyen, Thaís G. do Rêgo, Yuri Malheiros, Telmo M. Silva Filho, Carla R. Zeballos Torrez, James C. Gee, Anne Marie McCarthy, Andrew D. A. Maidment, Bruno Barufaldi

机构 * University of Pennsylvania（宾夕法尼亚大学） ； Federal University of Paraíba（帕拉分校联邦大学） ； University of Bristol（布里斯托大学） 纠错

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

Generalist versus Specialist Vision Foundation Models for Ocular Disease and Oculomics

Yukun Zhou, Paul Nderitu, Jocelyn Hui Lin Goh, Justin Engelmann, Siegfried K. Wagner, Anran Ran, Hongyang Jiang, Lie Ju, Ke Zou, Sahana Srinivasan, Hyunmin Kim, Takahiro Ninomiya, Zheyuan Wang, Gabriel Dawei Yang, Eden Ruffell, Dominic Williamson, Rui Santos, Gabor Mark Somfai, Carol Y. Cheung, Tien Yin Wong, Daniel C. Alexander, Yih Chung Tham, Pearse A. Keane

专题命中 领域大模型 ：foundation model(title,abstract)

Comments 39 pages, 8 Figures

Synthetic Founders: AI-Generated Social Simulations for Startup Validation Research in Computational Social Science

Jorn K. Teutloff

机构 * Marymount University（玛丽mount大学） 纠错

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

Comments Manuscript submitted to the Journal of Artificial Societies and Social Simulation (JASSS). 21 pages, 1 table

Domain Adaptation of LLMs for Process Data

Rafael Seidi Oyamada, Jari Peeperkorn, Jochen De Weerdt, Johannes De Smedt

机构 * Research Centre for Information Systems Engineering（信息系统工程研究中心） 纠错

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

The Ramon Llull's Thinking Machine for Automated Ideation

Xinran Zhao, Boyuan Zheng, Chenglei Si, Haofei Yu, Ken Liu, Runlong Zhou, Ruochen Li, Tong Chen, Xiang Li, Yiming Zhang, Tongshuang Wu

机构 * CMU（卡内基梅隆大学） ； OSU（俄亥俄州立大学） ； Stanford（斯坦福大学） ； UIUC（伊利诺伊大学香槟分校） ； UT Dallas（德克萨斯大学达拉斯分校） 纠错

专题命中 领域大模型 ：LLM(abstract)；prompting(abstract)；分类 cs.CL、cs.AI

Comments 21 pages, 3 figures

ChordPrompt: Orchestrating Cross-Modal Prompt Synergy for Multi-Domain Incremental Learning in CLIP

Zhiyuan Wang, Bokui Chen

机构 * Tsinghua Shenzhen International Graduate School, Tsinghua University, China（清华大学深圳国际研究生院，清华大学，中国） 纠错

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

Comments Accepted by the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2025)

RankGraph: Unified Heterogeneous Graph Learning for Cross-Domain Recommendation

Renzhi Wu, Junjie Yang, Li Chen, Hong Li, Li Yu, Hong Yan

机构 * Meta MRS 纠错

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

Comments RecSys 2025

Journal ref RecSys 2025

Towards a Universal Synthetic Video Detector: From Face or Background Manipulations to Fully AI-Generated Content

Rohit Kundu, Hao Xiong, Vishal Mohanty, Athula Balachandran, Amit K. Roy-Chowdhury

机构 * Google, Mountain View, USA（谷歌（Mountain View, USA）） ； University of California, Riverside（加州大学河滨分校） 纠错

专题命中 领域大模型 ：foundation model(abstract)