语言大模型 / LLM

ELATE: Evolutionary Language model for Automated Time-series Engineering

Andrew Murray, Danial Dervovic, Michael Cashmore

机构 * JP 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)；分类 cs.AI、cs.LG

Comments 27 pages, 4 figures. Comments welcome

PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments

Bernd Hofmann, Albert Scheck, Joerg Franke, Patrick Bruendl

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

Dual-Role Dynamics in Prompting: Elementary Pre-service Teachers' AI Prompting Strategies for Representational Choices

Razan Hamed, Amogh Sirnoorkar, N. Sanjay Rebello

专题命中 领域大模型 ：prompting(title,abstract)

Comments 6 pages, no figures, Physics Education Research Conference 2025

Generalizable Engagement Estimation in Conversation via Domain Prompting and Parallel Attention

Yangche Yu, Yin Chen, Jia Li, Peng Jia, Yu Zhang, Li Dai, Zhenzhen Hu, Meng Wang, Richang Hong

机构 * School of Computer Science and Information Engineering, Hefei University of Technology（计算机科学与信息工程学院，合肥工业大学） 纠错

专题命中 领域大模型 ：prompting(title,abstract)

Comments 1st Place in the Engagement Estimation Task held by MultiMediate 25

PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows

Renan Souza, Amal Gueroudji, Stephen DeWitt, Daniel Rosendo, Tirthankar Ghosal, Robert Ross, Prasanna Balaprakash, Rafael Ferreira da Silva

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

Comments Paper accepted for publication in the Proceedings of the 2025 IEEE 21st International Conference on e-Science. Cite it as: R. Souza, A. Gueroudji, S. DeWitt, D. Rosendo, T. Ghosal, R. Ross, P. Balaprakash, R. F. da Silva, "PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows," IEEE International Conference on e-Science, Chicago, IL, USA, 2025

Retrieval-Augmented Semantic Parsing: Improving Generalization with Lexical Knowledge

Xiao Zhang, Qianru Meng, Johan Bos

机构 * University of Groningen（Groningen 大学） ； Leiden University（莱顿大学） 纠错

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

Comments Accpted by 16th IWCS

Lessons Learned on Information Retrieval in Electronic Health Records: A Comparison of Embedding Models and Pooling Strategies

Skatje Myers, Timothy A. Miller, Yanjun Gao, Matthew M. Churpek, Anoop Mayampurath, Dmitriy Dligach, Majid Afshar

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； Boston Children’s Hospital Harvard Medical School（波士顿儿童医院哈佛医学院） ； University of Colorado Anschutz（科罗拉多大学安舒茨分校） ； Loyola University Chicago（芝加哥洛约拉大学） 纠错

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

A Multi-Agent Approach to Neurological Clinical Reasoning

Moran Sorka, Alon Gorenshtein, Dvir Aran, Shahar Shelly

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

Student explanation in middle and secondary mathematics and statistics: A scoping literature review

Huixin Gao, Tanya Evans, Anna Fergusson

专题命中 领域大模型 ：prompting(abstract)

A ubiquitous transfer function links interacting elements to emerging property of complex systems

Lina Yan, Jeffrey Huy Khong, Aleksandar Kostadinov, Jerry Ying Hsi Fuh, Chih-Ming Ho

专题命中 领域大模型 ：SLM(abstract)

Comments We identified significant oversights in the Supplementary Materials: some sections cited in the main text were missing from the supplementary files, while other supplementary sections were not referred to in the main text. These discrepancies may lead to misinterpretation of the work, we believe withdrawal is the most responsible course of action. We sincerely apologize for any inconvenience caused

SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models

Jianyi Zhang, Da-Cheng Juan, Cyrus Rashtchian, Chun-Sung Ferng, Heinrich Jiang, Yiran Chen

机构 * Duke University（杜克大学） ； Google Research（谷歌研究） 纠错

专题命中 知识编辑与模型理解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments Accepted at NeurIPS 2024; project page is available at https://jayzhang42.github.io/sled_page/

Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration

Peilin Ji, Xiao Xue, Simeng Wang, Wenhao Yan

机构 * College of Intelligence and Computing（智能与计算学院） 纠错

专题命中 知识编辑与模型理解 ：LLM(title,abstract)；prompting(abstract)；分类 cs.AI

Comments 17 pages including appendix, 6 figures

Disentangling concept semantics via multilingual averaging in Sparse Autoencoders

Cliff O'Reilly, Ernesto Jimenez-Ruiz, Tillman Weyde

专题命中 知识编辑与模型理解 ：LLM(abstract)；分类 cs.CL、cs.AI

Locality-aware Concept Bottleneck Model

Sujin Jeon, Hyundo Lee, Eungseo Kim, Sanghack Lee, Byoung-Tak Zhang, Inwoo Hwang

机构 * Seoul National University（首尔国立大学） ； Columbia University（哥伦比亚大学） 纠错

专题命中 知识编辑与模型理解 ：foundation model(abstract)

Comments 34 pages, 25 figures

Global-Distribution Aware Scenario-Specific Variational Representation Learning Framework

Moyu Zhang, Yujun Jin, Jinxin Hu, Yu Zhang

专题命中 知识编辑与模型理解 ：prompting(abstract)

Comments Accepted by CIKM 2025, 6 pages, 1 figures, 5 tables

The Prompting Brain: Neurocognitive Markers of Expertise in Guiding Large Language Models

Hend Al-Khalifa, Raneem Almansour, Layan Abdulrahman Alhuasini, Alanood Alsaleh, Mohamad-Hani Temsah, Mohamad-Hani_Temsah, Ashwag Rafea S Alruwaili

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；prompting(title)；LLM(abstract)

Large Language Models are Highly Aligned with Human Ratings of Emotional Stimuli

Mattson Ogg, Chace Ashcraft, Ritwik Bose, Raphael Norman-Tenazas, Michael Wolmetz

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Two Birds with One Stone: Multi-Task Detection and Attribution of LLM-Generated Text

Zixin Rao, Youssef Mohamed, Shang Liu, Zeyan Liu

机构 * University of Georgia（佐治亚大学） ； Egypt-Japan University of Science and Technology（埃及-日本科学技术大学） ； University of Louisville（路易斯维尔大学） 纠错

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments Securecomm 2025

Is The Watermarking Of LLM-Generated Code Robust?

Tarun Suresh, Shubham Ugare, Gagandeep Singh, Sasa Misailovic

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； VMware Research（VMware研究） 纠错

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.LG

DuCos: Duality Constrained Depth Super-Resolution via Foundation Model

Zhiqiang Yan, Zhengxue Wang, Haoye Dong, Jun Li, Jian Yang, Gim Hee Lee

机构 * National University of Singapore（国立新加坡大学） ； Nanjing University of Science and Technology（南京理工大学） 纠错

专题命中 其他LLM ：foundation model(title,abstract)

Comments ICCV 2025

EoH-S: Evolution of Heuristic Set using LLMs for Automated Heuristic Design

Fei Liu, Yilu Liu, Qingfu Zhang, Xialiang Tong, Mingxuan Yuan

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Contrastive Analysis of Constituent Order Preferences Within Adverbial Roles in English and Chinese News: A Large-Language-Model-Driven Approach

Yiran Rex Ma

机构 * School of Humanities, Beijing University of Posts and Telecommunications（北京邮电大学人文学院） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Preguss: It Analyzes, It Specifies, It Verifies

Zhongyi Wang, Tengjie Lin, Mingshuai Chen, Mingqi Yang, Haokun Li, Xiao Yi, Shengchao Qin, Jianwei Yin

专题命中 其他LLM ：language model(abstract,comments)；LLM(abstract)；large language model(abstract)

Comments Position paper to appear in the 1st International Workshop on Language Models and Programming Languages (LMPL '25)

Post-hoc LLM-Supported Debugging of Distributed Processes

Dennis Schiese, Andreas Both

机构 * images/wse-cube-no-shadow.png Web \& Software Engineering Research Group\ University of Applied Sciences 纠错

专题命中 其他LLM ：LLM(title)；分类 cs.AI

Comments Presented at ICWE 2025, Delft (30 June - 03 July 2025)

Advancing Language Multi-Agent Learning with Credit Re-Assignment for Interactive Environment Generalization

Zhitao He, Zijun Liu, Peng Li, Yi R. Fung, Ming Yan, Ji Zhang, Fei Huang, Yang Liu

机构 * Institute for AI Industry Research (AIR), Tsinghua University, Beijing, China（人工智能产业研究院（AIR），清华大学，北京，中国） ； Dept. of Comp. Sci. & Tech., Institute for AI, Tsinghua University, Beijing, China（计算机科学与技术系，人工智能研究院，清华大学，北京，中国） ； Hong Kong University of Science and Technology, Hong Kong, China（香港科技大学，香港，中国） ； Tongyi Lab, Alibaba Group（通义实验室，阿里巴巴集团） 纠错

专题命中 其他LLM ：LLM(abstract)；language agent(abstract)；分类 cs.CL

Comments Published in COLM2025

CLIPSym: Delving into Symmetry Detection with CLIP

Tinghan Yang, Md Ashiqur Rahman, Raymond A. Yeh

机构 * Department of Computer Science, Purdue University（计算机科学系，普渡大学） 纠错

专题命中 其他LLM ：language model(abstract)；prompting(abstract)

GenVC: Self-Supervised Zero-Shot Voice Conversion

Zexin Cai, Henry Li Xinyuan, Ashi Garg, Leibny Paola García-Perera, Kevin Duh, Sanjeev Khudanpur, Matthew Wiesner, Nicholas Andrews

机构 * Human Language Technology Center of Excellence Johns Hopkins University（人类语言技术中心杰出成就约翰霍普金斯大学） 纠错

专题命中 其他LLM ：language model(abstract)；分类 cs.LG

Comments accepted by 2025 IEEE ASRU

MahaTTS: A Unified Framework for Multilingual Text-to-Speech Synthesis

Jaskaran Singh, Amartya Roy Chowdhury, Raghav Prabhakar, Varshul C. W

专题命中 其他LLM ：language model(abstract)；分类 cs.CL

Entanglement of Assistance as a measure of multiparty entanglement

Indranil Biswas, Atanu Bhunia, Subrata Bera, Indrani Chattopadhyay, Debasis Sarkar

专题命中 其他LLM ：prompting(abstract)

Comments 11 pages, 4 figures, latex2e, comments welcome

Journal ref Phys. Rev. A 111, 032423 (2025)