语言大模型 / LLM

Motivations, Challenges, Best Practices, and Benefits for Bots and Conversational Agents in Software Engineering: A Multivocal Literature Review

Stefano Lambiase, Gemma Catolino, Fabio Palomba, Filomena Ferrucci

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

Journal ref ACM Comput. Surv. 57, 4, Article 93 (April 2025), 37 pages

IDEA: Inverted Text with Cooperative Deformable Aggregation for Multi-modal Object Re-Identification

Yuhao Wang, Yongfeng Lv, Pingping Zhang, Huchuan Lu

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

Comments This work is accepted by CVPR2025. More modifications may be performed

Modeling Thousands of Human Annotators for Generalizable Text-to-Image Person Re-identification

Jiayu Jiang, Changxing Ding, Wentao Tan, Junhong Wang, Jin Tao, Xiangmin Xu

机构 * South China University of Technology（华南理工大学） ； Pazhou Lab（琶洲实验室） 纠错

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

Comments CVPR 2025. Project website: https://github.com/sssaury/HAM

LuciBot: Automated Robot Policy Learning from Generated Videos

Xiaowen Qiu, Yian Wang, Jiting Cai, Zhehuan Chen, Chunru Lin, Tsun-Hsuan Wang, Chuang Gan

机构 * Umass Amherst（马萨诸塞大学阿默斯特分校） ； Shanghai Jiao Tong University（上海交通大学） ； MIT（麻省理工学院） 纠错

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

The News Says, the Bot Says: How Immigrants and Locals Differ in Chatbot-Facilitated News Reading

Yongle Zhang, Phuong-Anh Nguyen-Le, Kriti Singh, Ge Gao

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

MADS: Multi-Attribute Document Supervision for Zero-Shot Image Classification

Xiangyan Qu, Jing Yu, Jiamin Zhuang, Gaopeng Gou, Gang Xiong, Qi Wu

机构 * Institute of Information Engineering, Chinese Academy of Sciences（中国科学院信息工程研究所） ； School of Cyber Security, University of Chinese Academy of Sciences（中国科学院大学网络空间安全学院） ； School of Information Engineering, Minzu University of China（中央民族大学信息工程学院） ； University of Adelaide（阿德莱德大学） 纠错

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

Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices

Junyan Lin, Haoran Chen, Yue Fan, Yingqi Fan, Xin Jin, Hui Su, Jinlan Fu, Xiaoyu Shen

机构 * Ocean University of China（中国海洋大学） ； Zhejiang Gongshang University（浙江工商大学） ； Meituan Inc.（美团公司） 纠错

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

Comments Accepted by CVPR2025

ARbiter: Generating Dialogue Options and Communication Support in Augmented Reality

Julián Méndez, Marc Satkowski

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

Comments This work has been accepted for the ACM CHI 2025 Workshop "Everyday AR through AI-in-the-Loop" (see https://xr-and-ai.github.io/)

No Evidence for LLMs Being Useful in Problem Reframing

Joongi Shin, Anna Polyanskaya, Andrés Lucero, Antti Oulasvirta

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

Comments 14 pages, 10 figures, 2 tables, Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems

RemiHaven: Integrating "In-Town" and "Out-of-Town" Peers to Provide Personalized Reminiscence Support for Older Drifters

Xuechen Zhang, Changyang He, Peng Zhang, Hansu Gu, Ning Gu, Qi Shen, Zhan Hu, Tun Lu

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

Need Help? Designing Proactive AI Assistants for Programming

Valerie Chen, Alan Zhu, Sebastian Zhao, Hussein Mozannar, David Sontag, Ameet Talwalkar

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

Comments CHI 2025

Do Expressions Change Decisions? Exploring the Impact of AI's Explanation Tone on Decision-Making

Ayano Okoso, Mingzhe Yang, Yukino Baba

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

Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation

Haris Riaz, Ellen Riloff, Mihai Surdeanu

机构 * University of Arizona（亚利桑那大学） 纠错

专题命中 其他LLM ：LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 16 pages, 2 figures, 8 tables. Preprint

ConvoyLLM: Dynamic Multi-Lane Convoy Control Using LLMs

Liping Lu, Zhican He, Duanfeng Chu, Rukang Wang, Saiqian Peng, Pan Zhou

机构 * School of Computer Science and Artificial Intelligence, Wuhan University of Technology（武汉理工大学计算机科学与人工智能学院） ； Intelligent Transportation Systems Research Center, Wuhan University of Technology（武汉理工大学智能交通系统研究中心） ； School of Cyber Science and Engineering, Huazhong University of Science and Technology（华中科技大学网络空间科学与工程学院） 纠错

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

ARCON: Advancing Auto-Regressive Continuation for Driving Videos

Ruibo Ming, Jingwei Wu, Zhewei Huang, Zhuoxuan Ju, Jianming HU, Lihui Peng, Shuchang Zhou

机构 * Tsinghua University（清华大学） ； Megvii Technology（旷视科技） ； University of the Chinese Academy of Sciences（中国科学院大学） ； StepFun（阶跃星辰） ； Georgetown University（乔治城大学） 纠错

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

SONIQUE: Video Background Music Generation Using Unpaired Audio-Visual Data

Liqian Zhang, Magdalena Fuentes

机构 * New York University（纽约大学） 纠错

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

Comments The paper has been accepted for ICASSP 2025, updating the latest camera-ready version

AiGet: Transforming Everyday Moments into Hidden Knowledge Discovery with AI Assistance on Smart Glasses

Runze Cai, Nuwan Janaka, Hyeongcheol Kim, Yang Chen, Shengdong Zhao, Yun Huang, David Hsu

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

Comments CHI Conference on Human Factors in Computing Systems (CHI '25), April 26-May 01, 2025, Yokohama, Japan

Walkthrough of Anthropomorphic Features in AI Assistant Tools

Takuya Maeda

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

Creative Blends of Visual Concepts

Zhida Sun, Zhenyao Zhang, Yue Zhang, Min Lu, Dani Lischinski, Daniel Cohen-Or, Hui Huang

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

Comments Accepted to ACM CHI 2025

Detecting Student Intent for Chat-Based Intelligent Tutoring Systems

Ella Cutler, Zachary Levonian, S. Thomas Christie

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

Comments 6 pages

Can you pass that tool?: Implications of Indirect Speech in Physical Human-Robot Collaboration

Yan Zhang, Tharaka Sachintha Ratnayake, Cherie Sew, Jarrod Knibbe, Jorge Goncalves, Wafa Johal

机构 * University of Melbourne（墨尔本大学） ； The University of Queensland（昆士兰大学） 纠错

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

Comments Accepted by CHI2025

Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs

Mantas Mazeika, Xuwang Yin, Rishub Tamirisa, Jaehyuk Lim, Bruce W. Lee, Richard Ren, Long Phan, Norman Mu, Adam Khoja, Oliver Zhang, Dan Hendrycks

专题命中 其他LLM ：LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Website: https://www.emergent-values.ai

AudioSpa: Spatializing Sound Events with Text

Linfeng Feng, Lei Zhao, Boyu Zhu, Xiao-Lei Zhang, Xuelong Li

机构 * School of Marine Science and Technology, Northwestern Polytechnical University（西北工业大学海洋科学与技术学院） ； Institute of Artificial Intelligence (TeleAI), China Telecom（中国电信人工智能研究院（TeleAI）） ； Research and Development Institute of Northwestern Polytechnical University in Shenzhen（西北工业大学深圳研究院） 纠错

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

Translating Common Security Assertions Across Processor Designs: A RISC-V Case Study

Sharjeel Imtiaz, Uljana Reinsalu, Tara Ghasempouri

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

Amuse: Human-AI Collaborative Songwriting with Multimodal Inspirations

Yewon Kim, Sung-Ju Lee, Chris Donahue

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

Comments Published as a conference paper at CHI 2025. Project page: https://yewon-kim.com/amuse

SSP-IR: Semantic and Structure Priors for Diffusion-based Realistic Image Restoration

Yuhong Zhang, Hengsheng Zhang, Zhengxue Cheng, Rong Xie, Li Song, Wenjun Zhang

机构 * Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University（上海交通大学图像通信与网络工程研究所） ； MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University（上海交通大学教育部人工智能重点实验室、人工智能学院） 纠错

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

Comments To be published in IEEE TCSVT

Journal ref Y. Zhang, H. Zhang, Z. Cheng, R. Xie, L. Song and W. Zhang, "SSP-IR: Semantic and Structure Priors for Diffusion-based Realistic Image Restoration," in IEEE Transactions on Circuits and Systems for Video Technology, 2025

Boosting Segment Anything Model Towards Open-Vocabulary Learning

Xumeng Han, Longhui Wei, Xuehui Yu, Zhiyang Dou, Xin He, Kuiran Wang, Yingfei Sun, Zhenjun Han, Qi Tian

机构 * Huawei Inc.（华为技术有限公司） 纠错

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

Comments Accepted by AAAI 2025

Great Power Brings Great Responsibility: Personalizing Conversational AI for Diverse Problem-Solvers

Italo Santos, Katia Romero Felizardo, Igor Steinmacher, Marco A. Gerosa

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

Journal ref 18th International Conference on Cooperative and Human Aspects of Software Engineering (CHASE 2025)

LADICA: A Large Shared Display Interface for Generative AI Cognitive Assistance in Co-Located Team Collaboration

Zheng Zhang, Weirui Peng, Xinyue Chen, Luke Cao, Toby Jia-Jun Li

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

Comments 21 pages

Security Weaknesses of Copilot-Generated Code in GitHub Projects: An Empirical Study

Yujia Fu, Peng Liang, Amjed Tahir, Zengyang Li, Mojtaba Shahin, Jiaxin Yu, Jinfu Chen

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

Comments Preprint accepted for publication in ACM Transactions on Software Engineering and Methodology (TOSEM), 2025