语言大模型 / LLM

FRED: Financial Retrieval-Enhanced Detection and Editing of Hallucinations in Language Models

Likun Tan, Kuan-Wei Huang, Kevin Wu

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

Distribution-Based Masked Medical Vision-Language Model Using Structured Reports

Shreyank N Gowda, Ruichi Zhang, Xiao Gu, Ying Weng, Lu Yang

机构 * School of Computer Science, University of Nottingham（计算机科学学院，诺丁汉大学） ； Department of Computer Science and Technology, School of Informatics, Xiamen University（计算机科学与技术系，信息学院，厦门大学） ； CHI Lab, University of Oxford（CHI实验室，牛津大学） ； School of Computer Science, University of Nottingham Ningbo China（计算机科学学院，宁波大学中国） 纠错

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

Comments Accepted in MICCAI-W 2025

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation

Shuo Zhang, Xiao Li, Jiayi Wu, Fan Yang, Xiang Li, Ming Gao

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

Heterogeneous User Modeling for LLM-based Recommendation

Honghui Bao, Wenjie Wang, Xinyu Lin, Fengbin Zhu, Teng Sun, Fuli Feng, 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 RecSys 2025

SiriusBI: A Comprehensive LLM-Powered Solution for Data Analytics in Business Intelligence

Jie Jiang, Haining Xie, Siqi Shen, Yu Shen, Zihan Zhang, Meng Lei, Yifeng Zheng, Yang Li, Chunyou Li, Danqing Huang, Yinjun Wu, Wentao Zhang, Xiaofeng Yang, Bin Cui, Peng Chen

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

Comments 14 pages, 8 figures

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)

Biases in LLM-Generated Musical Taste Profiles for Recommendation

Bruno Sguerra, Elena V. Epure, Harin Lee, Manuel Moussallam

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

LLM-Driven Dual-Level Multi-Interest Modeling for Recommendation

Ziyan Wang, Yingpeng Du, Zhu Sun, Jieyi Bi, Haoyan Chua, Tianjun Wei, Jie Zhang

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

Comments 10 pages, 5 figures

Multimodal Financial Foundation Models (MFFMs): Progress, Prospects, and Challenges

Xiao-Yang Liu Yanglet, Yupeng Cao, Li Deng

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

AI Literacy and LLM Engagement in Higher Education: A Cross-National Quantitative Study

Shahin Hossain, Shapla Khanam, Samaa Haniya, Nesma Ragab Nasr

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

Comments 26 pages, 8 figures, 3 tables. Submitted for consideration in a forthcoming issue of the International Journal of Educational Technology in Higher Education

BiFair: A Fairness-aware Training Framework for LLM-enhanced Recommender Systems via Bi-level Optimization

Jiaming Zhang, Yuyuan Li, Yiqun Xu, Li Zhang, Xiaohua Feng, Zhifei Ren, Chaochao Chen

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

Context Conquers Parameters: Outperforming Proprietary LLM in Commit Message Generation

Aaron Imani, Iftekhar Ahmed, Mohammad Moshirpour

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

Comments Accepted in ICSE 2025

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation

Krishna Acharya, Aleksandr V. Petrov, Juba Ziani

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

Comments Our code and model checkpoints are publicly available at:https://github.com/krishnacharya/GLoSS

Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback

Yucheng Zhou, Lingran Song, Jianbing Shen

机构 * SKL-IOTSC, CIS, University of Macau（SKL-IOTSC、CIS、澳门大学） 纠错

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 16 pages

User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems

Jianling Wang, Yifan Liu, Yinghao Sun, Xuejian Ma, Yueqi Wang, He Ma, Zhengyang Su, Minmin Chen, Mingyan Gao, Onkar Dalal, Ed H. Chi, Lichan Hong, Ningren Han, Haokai Lu

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

Comments ACL'25 (Industry) Oral

Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation

Shijie Wang, Wenqi Fan, Yue Feng, Shanru Lin, Xinyu Ma, Shuaiqiang Wang, Dawei Yin

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

Comments Accepted by ACL 2025 main conference

Simulating Ethics: Using LLM Debate Panels to Model Deliberation on Medical Dilemmas

Hazem Zohny

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

U-SAM: An audio language Model for Unified Speech, Audio, and Music Understanding

Ziqian Wang, Xianjun Xia, Xinfa Zhu, Lei Xie

机构 * Northwestern Polytechnical University（西北工业大学） ； Bytedance Inc.（字节跳动公司） 纠错

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

Comments Accepted to Interspeech 2025

Slamming: Training a Speech Language Model on One GPU in a Day

Gallil Maimon, Avishai Elmakies, Yossi Adi

机构 * The Hebrew University of Jerusalem（希伯来大学） 纠错

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

Comments ACL 2025 (Findings)

ReVLA: Reverting Visual Domain Limitation of Robotic Foundation Models

Sombit Dey, Jan-Nico Zaech, Nikolay Nikolov, Luc Van Gool, Danda Pani Paudel

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

Comments Accepted at ICRA-2025, Atlanta

KOKKAI DOC: An LLM-driven framework for scaling parliamentary representatives

Ken Kato, Christopher Cochrane

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

Building a Human-Verified Clinical Reasoning Dataset via a Human LLM Hybrid Pipeline for Trustworthy Medical AI

Chao Ding, Mouxiao Bian, Pengcheng Chen, Hongliang Zhang, Tianbin Li, Lihao Liu, Jiayuan Chen, Zhuoran Li, Yabei Zhong, Yongqi Liu, Haiqing Huang, Dongming Shan, Junjun He, Jie Xu

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； Shanghai Jiao Tong University（上海交通大学） ； Shanghai Kupas Technology Limited Company（上海库帕斯科技有限公司） 纠错

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

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