语言大模型 / LLM

Tracr-Injection: Distilling Algorithms into Pre-trained Language Models

Tomás Vergara-Browne, Álvaro Soto

机构 * Pontificia Universidad Católica de Chile（天主教智利大学） ； Mila（Mila研究所） ； McGill University（麦吉尔大学） 纠错

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

Comments ACL Findings 2025

Disrupting Vision-Language Model-Driven Navigation Services via Adversarial Object Fusion

Chunlong Xie, Jialing He, Shangwei Guo, Jiacheng Wang, Shudong Zhang, Tianwei Zhang, Tao Xiang

机构 * College of Computer Science, Chongqing University（重庆大学计算机学院） ； College of Computing and Data Science, Nanyang Technological University（南洋理工大学计算机与数据科学学院） ； School of Computer Science and Technology, Xidian University（西安电子科技大学计算机科学与技术学院） 纠错

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

Comments Under review

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding

Junlong Tong, Jinlan Fu, Zixuan Lin, Yingqi Fan, Anhao Zhao, Hui Su, Xiaoyu Shen

机构 * Shanghai Jiao Tong University（上海交通大学） ； Ningbo Key Laboratory of Spatial Intelligence and Digital Derivative（宁波空间智能与数字衍生关键实验室） ； Institute of Digital Twin, EIT（数字孪生研究所） ； National University of Singapore（新加坡国立大学） ； University of Science and Technology of China（中国科学技术大学） ； Meituan Inc.（美团公司） 纠错

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

Comments ACL 2025 Findings

CrossMuSim: A Cross-Modal Framework for Music Similarity Retrieval with LLM-Powered Text Description Sourcing and Mining

Tristan Tsoi, Jiajun Deng, Yaolong Ju, Benno Weck, Holger Kirchhoff, Simon Lui

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

Comments Accepted by ICME2025

Emergent Specialization: Rare Token Neurons in Language Models

Jing Liu, Haozheng Wang, Yueheng Li

机构 * ENS, Université PSL, EHESS, CNRS（巴黎高等师范学院、巴黎综合理工学院、高等科学研究所、国家科学研究中心） ； Sorbonne Université, École Normale Supérieure, CNRS, Laboratoire de Physique (LPENS)（索邦大学、巴黎高等师范学院、国家科学研究中心、物理实验室） ； Laboratoire de Physique de l’École Normale Supérieure, ENS, Université PSL, CNRS, Sorbonne Université, Université Paris Cité（巴黎高等师范学院物理实验室、巴黎高等师范学院、巴黎综合理工学院、国家科学研究中心、索邦大学、巴黎城市大学） 纠错

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

Comments 9 pages, 6 figures

ELEMENTAL: Interactive Learning from Demonstrations and Vision-Language Models for Reward Design in Robotics

Letian Chen, Nina Moorman, Matthew Gombolay

机构 * School of Interactive Computing, Georgia Institute of Technology, Atlanta, United States（交互计算学院，佐治亚理工学院，美国亚特兰大） ； Department of XXX, University of YYY, Location, Country（XXX系，YYY大学，Location Country） ； School of ZZZ, Institute of WWW, Location, Country（ZZZ学院，WWW研究所，Location Country） 纠错

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

Comments ICML 2025

FILA: Fine-Grained Vision Language Models

Shiding Zhu, Wenhui Dong, Jun Song, Yingbo Wang, Yanan Guo, Bo Zheng

机构 * Zhejiang University（浙江大学） ； Taobao & Tmall Group of Alibaba（阿里巴巴集团） ； USTC（中国科学技术大学） 纠错

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

Comments 9 pages, 4 figures, accepted to ICLR 2025 workshop

NNTile: a machine learning framework capable of training extremely large GPT language models on a single node

Aleksandr Mikhalev, Aleksandr Katrutsa, Konstantin Sozykin, Ivan Oseledets

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

Baichuan 2: Open Large-scale Language Models

Aiyuan Yang, Bin Xiao, Bingning Wang, Borong Zhang, Ce Bian, Chao Yin, Chenxu Lv, Da Pan, Dian Wang, Dong Yan, Fan Yang, Fei Deng, Feng Wang, Feng Liu, Guangwei Ai, Guosheng Dong, Haizhou Zhao, Hang Xu, Haoze Sun, Hongda Zhang, Hui Liu, Jiaming Ji, Jian Xie, JunTao Dai, Kun Fang, Lei Su, Liang Song, Lifeng Liu, Liyun Ru, Luyao Ma, Mang Wang, Mickel Liu, MingAn Lin, Nuolan Nie, Peidong Guo, Ruiyang Sun, Tao Zhang, Tianpeng Li, Tianyu Li, Wei Cheng, Weipeng Chen, Xiangrong Zeng, Xiaochuan Wang, Xiaoxi Chen, Xin Men, Xin Yu, Xuehai Pan, Yanjun Shen, Yiding Wang, Yiyu Li, Youxin Jiang, Yuchen Gao, Yupeng Zhang, Zenan Zhou, Zhiying Wu

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

Comments Baichuan 2 technical report. Github: https://github.com/baichuan-inc/Baichuan2

Open-Vocabulary Action Localization with Iterative Visual Prompting

Naoki Wake, Atsushi Kanehira, Kazuhiro Sasabuchi, Jun Takamatsu, Katsushi Ikeuchi

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

Comments 9 pages, 5 figures, 6 tables. Published in IEEE Access. Last updated on April 7th, 2025

LeRAAT: LLM-Enabled Real-Time Aviation Advisory Tool

Marc R. Schlichting, Vale Rasmussen, Heba Alazzeh, Houjun Liu, Kiana Jafari, Amelia F. Hardy, Dylan M. Asmar, Mykel J. Kochenderfer

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

Comments 4 pages, 3 figures, code: https://github.com/sisl/LeRAAT/ , demo video: https://youtu.be/NnijQAlTo-U

Foundation models may exhibit staged progression in novel CBRN threat disclosure

Kevin M Esvelt

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

Comments 26 pages, 2 figures

GraspCorrect: Robotic Grasp Correction via Vision-Language Model-Guided Feedback

Sungjae Lee, Yeonjoo Hong, Kwang In Kim

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

LLM Alignment for the Arabs: A Homogenous Culture or Diverse Ones?

Amr Keleg

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

Comments Accepted to the C3NLP workshop (Co-located with NAACL 2025)

An LLM-Integrated Framework for Completion, Management, and Tracing of STPA

Ali Raeisdanaei, Juho Kim, Michael Liao, Sparsh Kochhar

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

Palette of Language Models: A Solver for Controlled Text Generation

Zhe Yang, Yi Huang, Yaqin Chen, Xiaoting Wu, Junlan Feng, Chao Deng

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

Comments Accepted to NAACL 2025, Main, Long Paper

LLM Agents Display Human Biases but Exhibit Distinct Learning Patterns

Idan Horowitz, Ori Plonsky

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

HELM: Hierarchical Encoding for mRNA Language Modeling

Mehdi Yazdani-Jahromi, Mangal Prakash, Tommaso Mansi, Artem Moskalev, Rui Liao

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

NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation

Zhiyuan Liu, Yanchen Luo, Han Huang, Enzhi Zhang, Sihang Li, Junfeng Fang, Yaorui Shi, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua

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

Comments ICLR 2025, 10 pages

LLM-Based Design Pattern Detection

Christian Schindler, Andreas Rausch

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

Comments Submitted Version, that was accepted at PATTERNS 2025

LLM-based event abstraction and integration for IoT-sourced logs

Mohsen Shirali, Mohammadreza Fani Sani, Zahra Ahmadi, Estefania Serral

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

Comments 12 pages

Mojito: LLM-Aided Motion Instructor with Jitter-Reduced Inertial Tokens

Ziwei Shan, Yaoyu He, Chengfeng Zhao, Jiashen Du, Jingyan Zhang, Qixuan Zhang, Jingyi Yu, Lan Xu

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

Comments First three authors contribute equally. Project page: https://koyui.github.io/mojito/

Towards Foundation Models for Mixed Integer Linear Programming

Sirui Li, Janardhan Kulkarni, Ishai Menache, Cathy Wu, Beibin Li

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

Investigating the Impact of LLM Personality on Cognitive Bias Manifestation in Automated Decision-Making Tasks

Jiangen He, Jiqun Liu

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

Divergent Thoughts toward One Goal: LLM-based Multi-Agent Collaboration System for Electronic Design Automation

Haoyuan Wu, Haisheng Zheng, Zhuolun He, Bei Yu

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

Investigating social alignment via mirroring in a system of interacting language models

Harvey McGuinness, Tianyu Wang, Carey E. Priebe, Hayden Helm

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

Examining Identity Drift in Conversations of LLM Agents

Junhyuk Choi, Yeseon Hong, Minju Kim, Bugeun Kim

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

Comments Under review

LLM-Enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information

Ruichao Yang, Jing Ma, Wei Gao, Hongzhan Lin

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

Comments Accepted by ACM TIST

LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs

Vincent Emonet, Jerven Bolleman, Severine Duvaud, Tarcisio Mendes de Farias, Ana Claudia Sima

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

Analysis of Student-LLM Interaction in a Software Engineering Project

Agrawal Naman, Ridwan Shariffdeen, Guanlin Wang, Sanka Rasnayaka, Ganesh Neelakanta Iyer

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

Comments 8 pages