语言大模型 / LLM

NeuroPal: A Clinically-Informed Multimodal LLM Assistant for Mental Health Combining Sleep Chronotherapy, Cognitive Behavioral Reframing, and Adaptive Phytochemical Intervention

Xiaoran Han

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

LLM-based Bi-level Multi-interest Learning Framework for Sequential Recommendation

Shutong Qiao, Chen Gao, Wei Yuan, Yong Li, Hongzhi Yin

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

LLM-Enabled EV Charging Stations Recommendation

Zeinab Teimoori

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

Comments 5 pages, 4 figures, 2 tables

Context-Enhanced Contrastive Search for Improved LLM Text Generation

Jaydip Sen, Rohit Pandey, Hetvi Waghela

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

Comments This is the pre-review version of our paper, which has been accepted for publication in the IEEE 6th International Conference on Emerging Technologies (INCET). The conference will be organized at Belgaum, India, from May 24 to 26, 2025. This is not the final camera-ready paper, which will be available on IEEE Xplore. The paper is 9 pages long, and it contains 2 Figures and 4 Tables

Aligning Language Models for Icelandic Legal Text Summarization

Þórir Hrafn Harðarson, Hrafn Loftsson, Stefán Ólafsson

机构 * Department of Computer Science Reykjavik University（计算机科学系雷克雅未克大学） 纠错

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

Comments Published at NoDaLiDa 2025

Journal ref Proceedings of the 25th Nordic Conference on Computational Linguistics (NoDaLiDa 2025). Tallinn, Estonia

From Reviews to Dialogues: Active Synthesis for Zero-Shot LLM-based Conversational Recommender System

Rohan Surana, Junda Wu, Zhouhang Xie, Yu Xia, Harald Steck, Dawen Liang, Nathan Kallus, Julian McAuley

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

Comments 11 pages, 2 figures

Enhancing LLM-based Recommendation through Semantic-Aligned Collaborative Knowledge

Zihan Wang, Jinghao Lin, Xiaocui Yang, Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang

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

Comment Staytime Prediction with LLM-enhanced Comment Understanding

Changshuo Zhang, Zihan Lin, Shukai Liu, Yongqi Liu, Han Li

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

Comments Accepted by WWW 2025 Industry Track

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