语言大模型 / LLM

Real-time Ad retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising

Tongtong Liu, Zhaohui Wang, Meiyue Qin, Zenghui Lu, Xudong Chen, Yuekui Yang, Peng Shu

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

Comments 13pages,5 figures

Characterizing LLM-Empowered Personalized Story-Reading and Interaction for Children: Insights from Multi-Stakeholder Perspectives

Jiaju Chen, Minglong Tang, Yuxuan Lu, Bingsheng Yao, Elissa Fan, Xiaojuan Ma, Ying Xu, Dakuo Wang, Yuling Sun, Liang He

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

Comments Accepted at CHI 2025

An LLM-Powered Clinical Calculator Chatbot Backed by Verifiable Clinical Calculators and their Metadata

Niranjan Kumar, Farid Seifi, Marisa Conte, Allen Flynn

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

Comments 10 pages, 6 tables, 1 figure

Exploring Prosocial Irrationality for LLM Agents: A Social Cognition View

Xuan Liu, Jie Zhang, Haoyang Shang, Song Guo, Chengxu Yang, Quanyan Zhu

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

Comments Published as a conference paper at ICLR 2025

LearnMate: Enhancing Online Education with LLM-Powered Personalized Learning Plans and Support

Xinyu Jessica Wang, Christine Lee, Bilge Mutlu

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

Comments In Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA '25), April 26-May 1, 2025, Yokohama, Japan

Unlocking Scientific Concepts: How Effective Are LLM-Generated Analogies for Student Understanding and Classroom Practice?

Zekai Shao, Siyu Yuan, Lin Gao, Yixuan He, Deqing Yang, Siming Chen

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

Comments 19 pages, conditionally accepted by CHI 2025

User Experience with LLM-powered Conversational Recommendation Systems: A Case of Music Recommendation

Sojeong Yun, Youn-kyung Lim

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

Journal ref CHI 2025

A Federated Framework for LLM-based Recommendation

Jujia Zhao, Wenjie Wang, Chen Xu, See-Kiong Ng, Tat-Seng Chua

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

Comments Accepted by NAACL 2025 Findings

FaultGPT: Industrial Fault Diagnosis Question Answering System by Vision Language Models

Jiao Chen, Ruyi Huang, Zuohong Lv, Jianhua Tang, Weihua Li

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

Flow-of-Action: SOP Enhanced LLM-Based Multi-Agent System for Root Cause Analysis

Changhua Pei, Zexin Wang, Fengrui Liu, Zeyan Li, Yang Liu, Xiao He, Rong Kang, Tieying Zhang, Jianjun Chen, Jianhui Li, Gaogang Xie, Dan Pei

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

Comments Accepted by WWW'25 Industry Track

Accelerating Scientific Research Through a Multi-LLM Framework

Joaquin Ramirez-Medina, Mohammadmehdi Ataei, Alidad Amirfazli

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

Comments 34 pages

Low-Cost and Comprehensive Non-textual Input Fuzzing with LLM-Synthesized Input Generators

Kunpeng Zhang, Zongjie Li, Daoyuan Wu, Shuai Wang, Xin Xia

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

Comments USENIX Security 2025

Journal ref The 34th USENIX Security Symposium, 2025

Merino: Entropy-driven Design for Generative Language Models on IoT Devices

Youpeng Zhao, Ming Lin, Huadong Tang, Qiang Wu, Jun Wang

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

Comments AAAI 2025

FireRedASR: Open-Source Industrial-Grade Mandarin Speech Recognition Models from Encoder-Decoder to LLM Integration

Kai-Tuo Xu, Feng-Long Xie, Xu Tang, Yao Hu

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

LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain

Joel Niklaus, Lucia Zheng, Arya D. McCarthy, Christopher Hahn, Brian M. Rosen, Peter Henderson, Daniel E. Ho, Garrett Honke, Percy Liang, Christopher Manning

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

Comments Accepted at Findings of NAACL 2025

Fine-grained Testing for Autonomous Driving Software: a Study on Autoware with LLM-driven Unit Testing

Wenhan Wang, Xuan Xie, Yuheng Huang, Renzhi Wang, An Ran Chen, Lei Ma

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

Drama Llama: An LLM-Powered Storylets Framework for Authorable Responsiveness in Interactive Narrative

Yuqian Sun, Phoebe J. Wang, John Joon Young Chung, Melissa Roemmele, Taewook Kim, Max Kreminski

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

Comments 10 pages, 5 photos

Unsupervised Speech Segmentation: A General Approach Using Speech Language Models

Avishai Elmakies, Omri Abend, Yossi Adi

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

Agents4PLC: Automating Closed-loop PLC Code Generation and Verification in Industrial Control Systems using LLM-based Agents

Zihan Liu, Ruinan Zeng, Dongxia Wang, Gengyun Peng, Jingyi Wang, Qiang Liu, Peiyu Liu, Wenhai Wang

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

Comments 12 pages (references included), 6 figures and 3 tables. New version updated with fixed site and github repo and along with some minor adjustements

LLM is Knowledge Graph Reasoner: LLM's Intuition-aware Knowledge Graph Reasoning for Cold-start Sequential Recommendation

Keigo Sakurai, Ren Togo, Takahiro Ogawa, Miki Haseyama

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

Comments Accepted to the 47th European Conference on Information Retrieval (ECIR2025)

Exploring LLM Support for Generating IEC 61131-3 Graphic Language Programs

Yimin Zhang, Mario de Sousa

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

Boosting Protein Language Models with Negative Sample Mining

Yaoyao Xu, Xinjian Zhao, Xiaozhuang Song, Benyou Wang, Tianshu Yu

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

Comments 16 pages, 4 figures. Accepted by ECML-PKDD 2024

Feasibility Study for Supporting Static Malware Analysis Using LLM

Shota Fujii, Rei Yamagishi

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

Boosting Cybersecurity Vulnerability Scanning based on LLM-supported Static Application Security Testing

Mete Keltek, Rong Hu, Mohammadreza Fani Sani, Ziyue Li

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

Comments Under Review of IEEE SaTML 2024

Validation of an LLM-based Multi-Agent Framework for Protein Engineering in Dry Lab and Wet Lab

Zan Chen, Yungeng Liu, Yu Guang Wang, Yiqing Shen

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

Automated, LLM enabled extraction of synthesis details for reticular materials from scientific literature

Viviane Torres da Silva, Alexandre Rademaker, Krystelle Lionti, Ronaldo Giro, Geisa Lima, Sandro Fiorini, Marcelo Archanjo, Breno W. Carvalho, Rodrigo Neumann, Anaximandro Souza, João Pedro Souza, Gabriela de Valnisio, Carmen Nilda Paz, Renato Cerqueira, Mathias Steiner

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

Comments 16 pages

Weakly Supervised Veracity Classification with LLM-Predicted Credibility Signals

João A. Leite, Olesya Razuvayevskaya, Kalina Bontcheva, Carolina Scarton

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

Real-Time Personalization for LLM-based Recommendation with Customized In-Context Learning

Keqin Bao, Ming Yan, Yang Zhang, Jizhi Zhang, Wenjie Wang, Fuli Feng, Xiangnan He

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

LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery

Yuyang Du, Kexin Chen, Yue Zhan, Chang Han Low, Tao You, Mobarakol Islam, Ziyu Guo, Yueming Jin, Guangyong Chen, Pheng-Ann Heng

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

Comments This paper has been accapted by 2024 IEEE International Conference on Robotics and Automation (ICRA)

SPHERE: Scaling Personalized Feedback in Programming Classrooms with Structured Review of LLM Outputs

Xiaohang Tang, Sam Wong, Marcus Huynh, Zicheng He, Yalong Yang, Yan Chen

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