语言大模型 / LLM

LLM-Feynman: Leveraging Large Language Models for Universal Scientific Formula and Theory Discovery

Zhilong Song, Qionghua Zhou, Chunjin Ren, Chongyi Ling, Minggang Ju, Jinlan Wang

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

RedactOR: An LLM-Powered Framework for Automatic Clinical Data De-Identification

Praphul Singh, Charlotte Dzialo, Jangwon Kim, Sumana Srivatsa, Irfan Bulu, Sri Gadde, Krishnaram Kenthapadi

机构 * Oracle Health & AI（Oracle健康与人工智能） 纠错

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

Comments Accepted to ACL 2025 Industry Track. To appear

Adaptive Learning Systems: Personalized Curriculum Design Using LLM-Powered Analytics

Yongjie Li, Ruilin Nong, Jianan Liu, Lucas Evans

机构 * University of Utah（犹他大学） ； Tianjin University（天津大学） ； University of Pennsylvania（宾夕法尼亚大学） ； Pennsylvania State University（宾夕法尼亚州立大学） 纠错

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

DBMS-LLM Integration Strategies in Industrial and Business Applications: Current Status and Future Challenges

Zhengtong Yan, Gongsheng Yuan, Qingsong Guo, Jiaheng Lu

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

Ensemble Debiasing Across Class and Sample Levels for Fairer Prompting Accuracy

Ruixi Lin, Ziqiao Wang, Yang You

机构 * Department of Computer Science（计算机科学系） ； National University of Singapore（新加坡国立大学） 纠错

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

Comments Published as a conference paper at COLM 2025

How Important is Domain Specificity in Language Models and Instruction Finetuning for Biomedical Relation Extraction?

Aviv Brokman, Ramakanth Kavuluru

机构 * University of Kentucky, Lexington, KY USA（肯塔基大学） 纠错

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

Comments A version of this paper has appeared in the proceedings of NLDB 2025 with a slightly different title. The corresponding DOI is also listed below in the metadata

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models

Zhaoxi Mu, Rilin Chen, Andong Li, Meng Yu, Xinyu Yang, Dong Yu

机构 * Xi'an Jiaotong University（西安交通大学） ； Tencent AI Lab（腾讯AI实验室） ； Institute of Acoustics, Chinese Academy of Sciences（中国科学院声学研究所） 纠错

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

Comments ACMMM 2025

PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation

Ziyan Wang, Zhankun Xiong, Feng Huang, Wen Zhang

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

Identifying Fine-grained Forms of Populism in Political Discourse: A Case Study on Donald Trump's Presidential Campaigns

Ilias Chalkidis, Stephanie Brandl, Paris Aslanidis

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

Comments Pre-print

Adaptive Self-Improvement for Smarter Energy Systems using Agentic Policy Search

Alexander Sommer, Peter Bazan, Behnam Babaeian, Jonathan Fellerer, Warren B. Powell, Reinhard German

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

Kill two birds with one stone: generalized and robust AI-generated text detection via dynamic perturbations

Yinghan Zhou, Juan Wen, Wanli Peng, Yiming Xue, Ziwei Zhang, Zhengxian Wu

机构 * China Agricultural University（中国农业大学） 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 by NAACL 2025 main conference

Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems

Xuan Zhang, Limei Wang, Jacob Helwig, Youzhi Luo, Cong Fu, Yaochen Xie, Meng Liu, Yuchao Lin, Zhao Xu, Keqiang Yan, Keir Adams, Maurice Weiler, Xiner Li, Tianfan Fu, Yucheng Wang, Alex Strasser, Haiyang Yu, YuQing Xie, Xiang Fu, Shenglong Xu, Yi Liu, Yuanqi Du, Alexandra Saxton, Hongyi Ling, Hannah Lawrence, Hannes Stärk, Shurui Gui, Carl Edwards, Nicholas Gao, Adriana Ladera, Tailin Wu, Elyssa F. Hofgard, Aria Mansouri Tehrani, Rui Wang, Ameya Daigavane, Montgomery Bohde, Jerry Kurtin, Qian Huang, Tuong Phung, Minkai Xu, Chaitanya K. Joshi, Simon V. Mathis, Kamyar Azizzadenesheli, Ada Fang, Alán Aspuru-Guzik, Erik Bekkers, Michael Bronstein, Marinka Zitnik, Anima Anandkumar, Stefano Ermon, Pietro Liò, Rose Yu, Stephan Günnemann, Jure Leskovec, Heng Ji, Jimeng Sun, Regina Barzilay, Tommi Jaakkola, Connor W. Coley, Xiaoning Qian, Xiaofeng Qian, Tess Smidt, Shuiwang Ji

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

Comments Published in Foundations and Trends in Machine Learning. Identical to the journal version except for formatting

Journal ref Foundations and Trends in Machine Learning: Vol. 18: No. 4, pp 385-912 (2025)

Quantifying interdisciplinary synergy in higher STEM education

Gahyoun Gim, Jinhyuk Yun, Sang Hoon Lee

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

Comments 24 pages, 9 figures, 3 supplementary tables

Journal ref EPJ Data Sci. 14, 56 (2025)

Generating Clinically Realistic EHR Data via a Hierarchy- and Semantics-Guided Transformer

Guanglin Zhou, Sebastiano Barbieri

机构 * University of Queensland（昆士兰大学） 纠错

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

Comments The camera ready version for ECAI-2025

RegScore: Scoring Systems for Regression Tasks

Michal K. Grzeszczyk, Tomasz Szczepański, Pawel Renc, Siyeop Yoon, Jerome Charton, Tomasz Trzciński, Arkadiusz Sitek

专题命中 领域大模型 ：pretraining(abstract)

Comments Accepted for the 28th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2025