语言大模型 / LLM

GOAT-SLM: A Spoken Language Model with Paralinguistic and Speaker Characteristic Awareness

Hongjie Chen, Zehan Li, Yaodong Song, Wenming Deng, Yitong Yao, Yuxin Zhang, Hang Lv, Xuechao Zhu, Jian Kang, Jie Lian, Jie Li, Chao Wang, Shuangyong Song, Yongxiang Li, Zhongjiang He, Xuelong Li

机构 * Institute of Artificial Intelligence (TeleAI), China Telecom, China（人工智能研究所（TeleAI），中国电信，中国） 纠错

专题命中 评测与基准 ：language model(title,abstract)；SLM(title,abstract)；分类 cs.CL、cs.AI

PrompTrend: Continuous Community-Driven Vulnerability Discovery and Assessment for Large Language Models

Tarek Gasmi, Ramzi Guesmi, Mootez Aloui, Jihene Bennaceur

机构 * University of Manouba（曼努巴大学） ； University of Jendouba（杰努布大学） ； LETI Laboratory, University of Sfax（萨克斯大学LETI实验室） ； DataDoIt（DataDoIt公司） ； South Mediterranean University（南地中海大学） 纠错

专题命中 评测与基准 ：language model(title,abstract)；large language model(title)；LLM(abstract)；分类 cs.AI

KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment

Zongzong Wu, Fengxiao Tang, Ming Zhao, Yufeng Li

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)

Evaluation of LLM Vulnerabilities to Being Misused for Personalized Disinformation Generation

Aneta Zugecova, Dominik Macko, Ivan Srba, Robert Moro, Jakub Kopal, Katarina Marcincinova, Matus Mesarcik

机构 * Kempelen Institute of Intelligent Technologies（凯普勒智能技术研究所） ； University of Copenhagen（哥本哈根大学） ； Comenius University in Bratislava（布拉迪斯拉瓦科เมนius大学） 纠错

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

Comments ACL 2025 main

Journal ref Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025 Volume 1: Long Papers)

Running in CIRCLE? A Simple Benchmark for LLM Code Interpreter Security

Gabriel Chua

专题命中 评测与基准 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

SLICEMATE: Accurate and Scalable Static Program Slicing via LLM-Powered Agents

Jianming Chang, Jieke Shi, Yunbo Lyu, Xin Zhou, Lulu Wang, Zhou Yang, Bixin Li, David Lo

专题命中 评测与基准 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

MedIQA: A Scalable Foundation Model for Prompt-Driven Medical Image Quality Assessment

Siyi Xun, Yue Sun, Jingkun Chen, Zitong Yu, Tong Tong, Xiaohong Liu, Mingxiang Wu, Tao Tan

机构 * Faculty of Applied Sciences, Macao Polytechnic University, Macao, China（澳门理工学院） ； Department of Engineer Science, University of Oxford, Oxford, UK（牛津大学工程科学系） ； Great Bay University, Dongguan, China（东莞大湾大学） ； College of Physics and Information Engineering, Fuzhou University, Fuzhou, China（福州大学物理与信息工程学院） ； Shanghai Jiao Tong University, Shanghai, China（上海交通大学） ； Department of Radiology, Shenzhen People’s Hospital, Shenzhen, China（深圳人民医院放射科） 纠错

专题命中 评测与基准 ：foundation model(title,abstract)；分类 cs.AI

Comments We note that the version after peer review of this paper has been provisionally accepted by The 28th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2025)

BEV-LLM: Leveraging Multimodal BEV Maps for Scene Captioning in Autonomous Driving

Felix Brandstaetter, Erik Schuetz, Katharina Winter, Fabian Flohr

机构 * Intelligent Vehicles Lab (IVL) Munich University of Applied Sciences（智能车辆实验室（IVL）慕尼黑应用科学大学） 纠错

专题命中 评测与基准 ：LLM(title,abstract)

Foundation Model-Driven Grasping of Unknown Objects via Center of Gravity Estimation

Kang Xiangli, Yage He, Xianwu Gong, Zehan Liu, Yuru Bai

机构 * School of Electronics and Control Engineering, Chang’an University（电子与控制工程学院，长安大学） 纠错

专题命中 评测与基准 ：foundation model(title,abstract)

3LM: Bridging Arabic, STEM, and Code through Benchmarking

Basma El Amel Boussaha, Leen AlQadi, Mugariya Farooq, Shaikha Alsuwaidi, Giulia Campesan, Ahmed Alzubaidi, Mohammed Alyafeai, Hakim Hacid

专题命中 评测与基准 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs

Fakhraddin Alwajih, Abdellah El Mekki, Samar Mohamed Magdy, Abdelrahim A. Elmadany, Omer Nacar, El Moatez Billah Nagoudi, Reem Abdel-Salam, Hanin Atwany, Youssef Nafea, Abdulfattah Mohammed Yahya, Rahaf Alhamouri, Hamzah A. Alsayadi, Hiba Zayed, Sara Shatnawi, Serry Sibaee, Yasir Ech-Chammakhy, Walid Al-Dhabyani, Marwa Mohamed Ali, Imen Jarraya, Ahmed Oumar El-Shangiti, Aisha Alraeesi, Mohammed Anwar Al-Ghrawi, Abdulrahman S. Al-Batati, Elgizouli Mohamed, Noha Taha Elgindi, Muhammed Saeed, Houdaifa Atou, Issam Ait Yahia, Abdelhak Bouayad, Mohammed Machrouh, Amal Makouar, Dania Alkawi, Mukhtar Mohamed, Safaa Taher Abdelfadil, Amine Ziad Ounnoughene, Rouabhia Anfel, Rwaa Assi, Ahmed Sorkatti, Mohamedou Cheikh Tourad, Anis Koubaa, Ismail Berrada, Mustafa Jarrar, Shady Shehata, Muhammad Abdul-Mageed

机构 * The University of British Columbia（不列颠哥伦比亚大学） ； MBZUAI（穆扎伊布人工智能研究所） ； Invertible AI（可逆人工智能） ； Birzeit University（比尔泽特大学） ； Prince Sultan University（沙特王储大学） ； UM6P ； Cairo University（开罗大学） ； JUST（朱拉大学） ； Ain Shams University（艾因·夏姆斯大学） ； Damascus University（大马士革大学） ； University of Khartoum（喀土穆大学） ； Menoufiya University（蒙努菲亚大学） ； University of Nouakchott（努瓦克肖特大学） ； National Polytechnic School of Algiers（阿尔及利亚国家多科技术学校） ； Full Sail University（全帆大学） ； Alfaisal University（阿尔法西大学） ； Hamad Bin Khalifa University（哈利法大学） 纠错

专题命中 评测与基准 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments More information about our dataset is available at our project page: https://github.com/UBC-NLP/palm

AI PsyRoom: Artificial Intelligence Platform for Segmented Yearning and Reactive Outcome Optimization Method

Yigui Feng, Qinglin Wang, Ke Liu, Xinhai Chen, Bo Yang, Jie Liu

专题命中 评测与基准 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments I found that some of the experiments were wrong with some data, especially those involving the protocol evaluation area

Long-Form Answers to Visual Questions from Blind and Low Vision People

Mina Huh, Fangyuan Xu, Yi-Hao Peng, Chongyan Chen, Hansika Murugu, Danna Gurari, Eunsol Choi, Amy Pavel

机构 * The University of Texas at Austin（德克萨斯大学奥斯汀分校） ； Carnegie Mellon University（卡内基梅隆大学） ； Hong Kong University of Science and Technology（香港科学与技术大学） ； University of Colorado Boulder（科罗拉多大学博尔德分校） 纠错

专题命中 评测与基准 ：language model(abstract)；prompting(abstract)；分类 cs.CL

Comments COLM 2024 Oral Spotlight

Secret Collusion among AI Agents: Multi-Agent Deception via Steganography

Sumeet Ramesh Motwani, Mikhail Baranchuk, Martin Strohmeier, Vijay Bolina, Philip H. S. Torr, Lewis Hammond, Christian Schroeder de Witt

机构 * UC Berkeley（加州大学伯克利分校） ； University of Oxford（牛津大学） ； Armasuisse Science+Technology（阿玛苏斯科学与技术） ； Google DeepMind（谷歌DeepMind） 纠错

专题命中 评测与基准 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Anticipate, Simulate, Reason (ASR): A Comprehensive Generative AI Framework for Combating Messaging Scams

Xue Wen Tan, Kenneth See, Stanley Kok

专题命中 评测与基准 ：large language model(abstract)；language model(abstract)

Comments arXiv admin note: text overlap with arXiv:2412.13528

JCAPT: A Joint Modeling Approach for CAPT

Tzu-Hsuan Yang, Yue-Yang He, Berlin Chen

机构 * National Taiwan Normal University（台湾师范大学） 纠错

专题命中 评测与基准 ：prompting(abstract)；分类 cs.CL、cs.AI

Comments Accepted to the ISCA SLaTE-2025 Workshop

Conversations Gone Awry, But Then? Evaluating Conversational Forecasting Models

Son Quoc Tran, Tushaar Gangavarapu, Nicholas Chernogor, Jonathan P. Chang, Cristian Danescu-Niculescu-Mizil

机构 * Cornell University（康奈尔大学） ； The University of Texas at Austin（德克萨斯大学奥斯汀分校） ； Harvey Mudd College（哈维·穆德学院） 纠错

专题命中 评测与基准 ：language model(abstract)；分类 cs.CL

Comments Code and data available as part of ConvoKit: https://convokit.cornell.edu

CXR-CML: Improved zero-shot classification of long-tailed multi-label diseases in Chest X-Rays

Rajesh Madhipati, Sheethal Bhat, Lukas Buess, Andreas Maier

机构 * Friedrich-Alexander University Erlangen-Nuremberg（弗里德里希-亚历山大大学埃尔朗根-纽伦堡） 纠错

专题命中 评测与基准 ：language model(abstract)；分类 cs.AI

Mining Contextualized Visual Associations from Images for Creativity Understanding

Ananya Sahu, Amith Ananthram, Kathleen McKeown

机构 * Columbia University（哥伦比亚大学） 纠错

专题命中 评测与基准 ：language model(abstract)；分类 cs.CL

Agentic Program Repair from Test Failures at Scale: A Neuro-symbolic approach with static analysis and test execution feedback

Chandra Maddila, Adam Tait, Claire Chang, Daniel Cheng, Nauman Ahmad, Vijayaraghavan Murali, Marshall Roch, Arnaud Avondet, Aaron Meltzer, Victor Montalvao, Michael Hopko, Chris Waterson, Parth Thakkar, Renuka Fernandez, Kristian Kristensen, Sivan Barzily, Sherry Chen, Rui Abreu, Nachiappan Nagappan, Payam Shodjai, Killian Murphy, James Everingham, Aparna Ramani, Peter C. Rigby

机构 * Meta 纠错

专题命中 评测与基准 ：LLM(abstract)；分类 cs.AI

AgMMU: A Comprehensive Agricultural Multimodal Understanding Benchmark

Aruna Gauba, Irene Pi, Yunze Man, Ziqi Pang, Vikram S. Adve, Yu-Xiong Wang

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Rice University（Rice大学） ； Carnegie Mellon University（卡内基梅隆大学） ； AIFARMS ； Center for Digital Agriculture at UIUC（伊利诺伊大学厄巴纳-香槟分校数字农业中心） 纠错

专题命中 评测与基准 ：language model(abstract)

Comments Project Website: https://agmmu.github.io/ Huggingface: https://huggingface.co/datasets/AgMMU/AgMMU_v1/

Large Language Models as Attribution Regularizers for Efficient Model Training

Davor Vukadin, Marin Šilić, Goran Delač

机构 * University of Zagreb Faculty of Electrical Engineering and Computing（Zagreb 大学电气工程与计算学院） 纠错

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

A3D-MoE: Acceleration of Large Language Models with Mixture of Experts via 3D Heterogeneous Integration

Wei-Hsing Huang, Janak Sharda, Cheng-Jhih Shih, Yuyao Kong, Faaiq Waqar, Pin-Jun Chen, Yingyan, Lin, Shimeng Yu

专题命中 效率与部署 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks

Qiong Wu, Yu Xie, Pingyi Fan, Dong Qin, Kezhi Wang, Nan Cheng, Khaled B. Letaief

专题命中 效率与部署 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments This paper has been submitted to IEEE TMC

Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings

Qiong Wu, Wenhao Lin, Yiyi Zhou, Weihao Ye, Zhanpeng Zen, Xiaoshuai Sun, Rongrong Ji

机构 * Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University（中国教育部多媒体可信感知与高效计算重点实验室，厦门大学） ； Institute of Artificial Intelligence, Xiamen University（厦门大学人工智能研究院） 纠错

专题命中 效率与部署 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG

TreeReader: A Hierarchical Academic Paper Reader Powered by Language Models

Zijian Zhang, Pan Chen, Fangshi Du, Runlong Ye, Oliver Huang, Michael Liut, Alán Aspuru-Guzik

专题命中 效率与部署 ：language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

XAI4LLM. Let Machine Learning Models and LLMs Collaborate for Enhanced In-Context Learning in Healthcare

Fatemeh Nazary, Yashar Deldjoo, Tommaso Di Noia, Eugenio di Sciascio

机构 * Polytechnic University of Bari（巴里理工大学） 纠错

专题命中 效率与部署 ：large language model(abstract)；language model(abstract)；prompting(abstract)；分类 cs.CL、cs.AI、cs.LG

HH-Codec: High Compression High-fidelity Discrete Neural Codec for Spoken Language Modeling

Rongkun Xue, Yazhe Niu, Shuai Hu, Zixin Yin, Yongqiang Yao, Jing Yang

机构 * The School of Automation Science and Engineering, Xi'an Jiaotong University, Xi'an, China（自动化科学与工程学院，西安交通大学） ； Shanghai AI Laboratory, Shanghai, China（上海人工智能实验室） ； SenseTime Research, Shanghai, China（商汤研究） ； Shanghai Jiao Tong University, Shanghai, China（上海交通大学） ； The Chinese University of Hong Kong, Hong Kong SAR, China（香港中文大学） 纠错

专题命中 效率与部署 ：language model(title,abstract)；分类 cs.AI

SALM-Duplex: Efficient and Direct Duplex Modeling for Speech-to-Speech Language Model

Ke Hu, Ehsan Hosseini-Asl, Chen Chen, Edresson Casanova, Subhankar Ghosh, Piotr Żelasko, Zhehuai Chen, Jason Li, Jagadeesh Balam, Boris Ginsburg

机构 * NVIDIAUSA（NVIDIA美国） 纠错

专题命中 效率与部署 ：language model(title,abstract)；分类 cs.CL

Comments Accepted to Interspeech 2025

FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Vision Language Models

Tianyu Fu, Tengxuan Liu, Qinghao Han, Guohao Dai, Shengen Yan, Huazhong Yang, Xuefei Ning, Yu Wang

机构 * Tsinghua University（清华大学） ； Infinigence-AI ； Peking University（北京大学） ； Shanghai Jiao Tong University（上海交通大学） 纠错

专题命中 效率与部署 ：language model(title,abstract)；分类 cs.AI

Comments ICCV 2025