语言大模型 / LLM

Improving Multimodal Large Language Models Using Continual Learning

Shikhar Srivastava, Md Yousuf Harun, Robik Shrestha, Christopher Kanan

机构 * University of Rochester（罗切斯特大学） ； Rochester Institute of Technology（罗切斯特理工学院） 纠错

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

Comments CoLLAs 2025 and Scalable Continual Learning for Lifelong Foundation Models, NeurIPS 2024

ReqInOne: A Large Language Model-Based Agent for Software Requirements Specification Generation

Taohong Zhu, Lucas C. Cordeiro, Youcheng Sun

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

Large Language Models Do Not Simulate Human Psychology

Sarah Schröder, Thekla Morgenroth, Ulrike Kuhl, Valerie Vaquet, Benjamin Paaßen

机构 * Faculty of Technology, Bielefeld University（技术学院，比勒菲尔德大学） ； Department of Psychological Sciences, Purdue University（心理学科学系，普渡大学） 纠错

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

Keyframer: Empowering Animation Design using Large Language Models

Tiffany Tseng, Ruijia Cheng, Jeffrey Nichols

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

LLM Empowered Prototype Learning for Zero and Few-Shot Tasks on Tabular Data

Peng Wang, Dongsheng Wang, He Zhao, Hangting Ye, Dandan Guo, Yi Chang

机构 * School of Artificial Intelligence, Jilin University（吉林大学人工智能学院） ； Engineering Research Center of Knowledge-Driven Human-Machine Intelligence, Ministry of Education, China（教育部知识驱动人机智能工程研究中心） ； International Center of Future Science, Jilin University, China（吉林大学未来科学国际中心） ； College of Computer Science and Software Engineering, Shenzhen University（深圳大学计算机科学与软件工程学院） ； CSIRO’s Data61 and Monash University（CSIRO的数据61与墨尔本大学） 纠错

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

Qualitative Study for LLM-assisted Design Study Process: Strategies, Challenges, and Roles

Shaolun Ruan, Rui Sheng, Xiaolin Wen, Jiachen Wang, Tianyi Zhang, Yong Wang, Tim Dwyer, Jiannan Li

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

Improving Diversity in Language Models: When Temperature Fails, Change the Loss

Alexandre Verine, Florian Le Bronnec, Kunhao Zheng, Alexandre Allauzen, Yann Chevaleyre, Benjamin Negrevergne

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

Comments Forty-Second International Conference on Machine Learning, ICML2025

Teaching Code Refactoring Using LLMs

Anshul Khairnar, Aarya Rajoju, Edward F. Gehringer

机构 * Department of Computer Science（计算机科学系） ； North Carolina State University（北卡罗来纳州立大学） 纠错

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

Comments Accepted for presentation at the Frontiers in Education Conference, Nashville, Tennessee, USA, 2-5 November 2025

HierMoE: Accelerating MoE Training with Hierarchical Token Deduplication and Expert Swap

Wenxiang Lin, Xinglin Pan, Lin Zhang, Shaohuai Shi, Xuan Wang, Xiaowen Chu

机构 * School of Computer Science and Technology（计算机科学与技术学院） ； Harbin Institute of Technology, Shenzhen（哈尔滨工业大学（深圳）） ； Data Science and Analytics Thrust, The Hong Kong University of Science and Technology (Guangzhou)（数据科学与分析方向，香港科技大学（广州）） ； Department of Computer Science and Engineering, The Hong Kong University of Science and Technology（计算机科学与工程系，香港科技大学） 纠错

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

miRKatAI: An Integrated Database and Multi-agent AI system for microRNA Research

Karen Guerrero-Vazquez, Jacopo Umberto Verga, Pilib O Broin, Eva Szegezdi, Katarzyna Goljanek-Whysall

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

Comments 10 pages, 1 figure, app note

One-shot Optimized Steering Vectors Mediate Safety-relevant Behaviors in LLMs

Jacob Dunefsky, Arman Cohan

机构 * Department of Computer Science（计算机科学系） ； Yale University（耶鲁大学） 纠错

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

Comments Published at COLM 2025. 30 pages, 7 figures. Code is available at https://github.com/jacobdunefsky/one-shot-steering-repro and https://github.com/jacobdunefsky/one-shot-steering-misalignment

Which one Performs Better? Wav2Vec or Whisper? Applying both in Badini Kurdish Speech to Text (BKSTT)

Renas Adnan, Hossein Hassani

机构 * University of Kurdistan Hewlêr（库尔德斯坦大学） 纠错

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

Comments 21 pages, 20 figures, 7 tables

Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems

Yutong Wu, Jie Zhang, Yiming Li, Chao Zhang, Qing Guo, Nils Lukas, Tianwei Zhang

机构 * College of Computing and Data Science, Nanyang Technological University, Singapore, Singapore.（南洋理工大学计算机与数据科学学院） ； CFAR and IHPC, Agency for Science, Technology and Research, Singapore.（科技研究局） ； Network and Information Security Lab, Tsinghua University, Beijing, China.（清华大学网络与信息安全部门） ； Mohamed bin Zayed University of Artificial Intelligence, Masdar City, Abu Dhabi（马斯达尔城人工智能大学） 纠错

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

GeoVLA: Empowering 3D Representations in Vision-Language-Action Models

Lin Sun, Bin Xie, Yingfei Liu, Hao Shi, Tiancai Wang, Jiale Cao

机构 * Tianjin University（天津大学） ； Dexmal ； Tsinghua University（清华大学） 纠错

专题命中 其他LLM ：language model(abstract)

Comments The project is visible at https://linsun449.github.io/GeoVLA/