语言大模型 / LLM

Analyze Feature Flow to Enhance Interpretation and Steering in Language Models

Daniil Laptev, Nikita Balagansky, Yaroslav Aksenov, Daniil Gavrilov

机构 * mipt（莫斯科物理技术学院） 纠错

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

Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety Alignment

Hao Li, Lijun Li, Zhenghao Lu, Xianyi Wei, Rui Li, Jing Shao, Lei Sha

专题命中 知识编辑与模型理解 ：LLM(title,abstract)；post-training(abstract)

OVFact: Measuring and Improving Open-Vocabulary Factuality for Long Caption Models

Monika Wysoczańska, Shyamal Buch, Anurag Arnab, Cordelia Schmid

机构 * Google DeepMind（谷歌DeepMind） ； Warsaw University of Technology（华沙技术大学） 纠错

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

People Are Highly Cooperative with Large Language Models, Especially When Communication Is Possible or Following Human Interaction

Paweł Niszczota, Tomasz Grzegorczyk, Alexander Pastukhov

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

"I Always Felt that SomethingWasWrong.": Understanding Compliance Risks and Mitigation Strategies when Highly-Skilled Compliance Knowledge Workers Use Large Language Models

Siying Hu, Piaohong Wang, Ka I Chan, Yaxing Yao, Zhicong Lu

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

Spike No More: Stabilizing the Pre-training of Large Language Models

Sho Takase, Shun Kiyono, Sosuke Kobayashi, Jun Suzuki

机构 * SB Intuitions ； Tohoku University（东大大学） 纠错

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

Comments COLM 2025

Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs

Shuo Yang, Zheyu Zhang, Bardh Prenkaj, Gjergji Kasneci

机构 * Technical University of Munich（慕尼黑技术大学） 纠错

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

When Noisy Labels Meet Class Imbalance on Graphs: A Graph Augmentation Method with LLM and Pseudo Label

Riting Xia, Rucong Wang, Yulin Liu, Anchen Li, Xueyan Liu, Yan Zhang

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

Agent0: Leveraging LLM Agents to Discover Multi-value Features from Text for Enhanced Recommendations

Blaž Škrlj, Benoît Guilleminot, Andraž Tori

机构 * Teads 纠错

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

Comments Agent4IR, KDD '25

An Investigation of Prompt Variations for Zero-shot LLM-based Rankers

Shuoqi Sun, Shengyao Zhuang, Shuai Wang, Guido Zuccon

机构 * RMIT University（皇家墨尔本理工大学） ； CSIRO（澳大利亚联邦科学与工业研究组织） ； The University of Queensland（昆士兰大学） 纠错

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

Comments Accepted for publication at the 47th European Conference on Information Retrieval (ECIR 2025)

Journal ref Proceedings of the 47th European Conference on Information Retrieval (ECIR 2025)

Towards LLM-Enhanced Group Recommender Systems

Sebastian Lubos, Alexander Felfernig, Thi Ngoc Trang Tran, Viet-Man Le, Damian Garber, Manuel Henrich, Reinhard Willfort, Jeremias Fuchs

机构 * Graz University of Technology（格拉茨技术大学） 纠错

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

Exploring the Use of LLMs for Requirements Specification in an IT Consulting Company

Liliana Pasquale, Azzurra Ragone, Emanuele Piemontese, Armin Amiri Darban

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

Comments 11 pages, 5 figures. Accepted for presentation at the Industrial Innovation Track of the 33rd IEEE International Requirements Engineering Conference (RE 2025), Valencia, Spain

All in One: Visual-Description-Guided Unified Point Cloud Segmentation

Zongyan Han, Mohamed El Amine Boudjoghra, Jiahua Dong, Jinhong Wang, Rao Muhammad Anwer

机构 * Mohamed Bin Zayed University of Artificial Intelligence（莫兹哈德大学人工智能大学） ； Technical University of Munich（慕尼黑技术大学） 纠错

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

Comments Accepted by ICCV2025

Blind Spot Navigation: Evolutionary Discovery of Sensitive Semantic Concepts for LVLMs

Zihao Pan, Yu Tong, Weibin Wu, Jingyi Wang, Lifeng Chen, Zhe Zhao, Jiajia Wei, Yitong Qiao, Zibin Zheng

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

Comments The paper needs major revisions, so it is being withdrawn

CoCoEvo: Co-Evolution of Programs and Test Cases to Enhance Code Generation

Kefan Li, Yuan Yuan, Hongyue Yu, Tingyu Guo, Shijie Cao

机构 * School of Computer Science and Engineering, Beihang University（北京航空航天大学计算机科学与工程学院） ； Qingdao Research Institute, Beihang University（北京航空航天大学青岛研究所） ； Hangzhou Innovation Institute, Beihang University（北京航空航天大学杭州创新研究院） ； Zhongguancun Laboratory（中关村实验室） 纠错

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

Comparing OCR Pipelines for Folkloristic Text Digitization

Octavian M. Machidon, Alina L. Machidon

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

Journal ref 4th edition of DigitalHeritage World Congress and Expo 2025

RailX: A Flexible, Scalable, and Low-Cost Network Architecture for Hyper-Scale LLM Training Systems

Yinxiao Feng, Tiancheng Chen, Yuchen Wei, Siyuan Shen, Shiju Wang, Wei Li, Kaisheng Ma, Torsten Hoefler

专题命中 其他LLM ：LLM(title)

Comments 25 pages, 21 figures, 6 tables

MGHFT: Multi-Granularity Hierarchical Fusion Transformer for Cross-Modal Sticker Emotion Recognition

Jian Chen, Yuxuan Hu, Haifeng Lu, Wei Wang, Min Yang, Chengming Li, Xiping Hu

机构 * Shenzhen MSU-BIT University（深圳MSU-BIT大学） ； Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences（深圳先进技术研究院，中国科学院） 纠错

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

Comments Accepted by ACMMM2025

Advancing biomolecular understanding and design following human instructions

Xiang Zhuang, Keyan Ding, Tianwen Lyu, Yinuo Jiang, Xiaotong Li, Zhuoyi Xiang, Zeyuan Wang, Ming Qin, Kehua Feng, Jike Wang, Qiang Zhang, Huajun Chen

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

Journal ref Nature Machine Intelligence volume 7, pages1154-1167 (2025)

CatchPhrase: EXPrompt-Guided Encoder Adaptation for Audio-to-Image Generation

Hyunwoo Oh, SeungJu Cha, Kwanyoung Lee, Si-Woo Kim, Dong-Jin Kim

机构 * Hanyang University（翰阳大学） 纠错

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

Demystifying Feature Requests: Leveraging LLMs to Refine Feature Requests in Open-Source Software

Pragyan KC, Rambod Ghandiparsi, Thomas Herron, John Heaps, Mitra Bokaei Hosseini

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

Comments Accepted at the 33rd IEEE International Requirements Engineering 2025

Epidemiology-informed Network for Robust Rumor Detection

Wei Jiang, Tong Chen, Xinyi Gao, Wentao Zhang, Lizhen Cui, Hongzhi Yin

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

Comments Accepted by The Web Conference 2025 (WWW2025)