语言大模型 / LLM

Visual Large Language Models Exhibit Human-Level Cognitive Flexibility in the Wisconsin Card Sorting Test

Guangfu Hao, Frederic Alexandre, Shan Yu

机构 * Laboratory of Brain Atlas and Brain-inspired Intelligence, Institute of Automation, Chinese Academy of Sciences（脑图谱与脑启发智能实验室，自动化研究所，中国科学院） ； School of Artificial Intelligence, University of Chinese Academy of Sciences（人工智能学院，中国科学院大学） ； Inria centre at the university of Bordeaux, Neurodegenerative Diseases Institute（波尔多大学Inria中心，神经退行性疾病研究所） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.AI

Continuous Self-Improvement of Large Language Models by Test-time Training with Verifier-Driven Sample Selection

Mohammad Mahdi Moradi, Hossam Amer, Sudhir Mudur, Weiwei Zhang, Yang Liu, Walid Ahmed

机构 * Department of Computer Science, Concordia University（计算机科学系，康科迪亚大学） ； Ascend Team, Huawei Technologies（华为技术有限公司Ascend团队） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning

Liyu Zhang, Weiqi Wang, Tianqing Fang, Yangqiu Song

机构 * Department of Computer Science and Engineering, HKUST, Hong Kong SAR, China（计算机科学与工程系，香港科技大学，香港特别行政区，中国） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments Findings of ACL2025

Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models

Linhao Luo, Zicheng Zhao, Gholamreza Haffari, Yuan-Fang Li, Chen Gong, Shirui Pan

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments Accepted by ICML 2025

Large Language Model-enhanced Reinforcement Learning for Low-Altitude Economy Networking

Lingyi Cai, Ruichen Zhang, Changyuan Zhao, Yu Zhang, Jiawen Kang, Dusit Niyato, Tao Jiang, Xuemin Shen

机构 * Research Center of 6G Mobile Communications, School of Cyber Science and Engineering, Huazhong University of Science and Technology（6G移动通信研究中心，信息科学与工程学院，华中科技大学） ； College of Computing and Data Science, Nanyang Technological University（计算与数据科学学院，南洋理工大学） ； School of Automation, Guangdong University of Technology（自动化学院，广东工业大学） ； Department of Electrical and Computer Engineering, University of Waterloo（电气与计算机工程系，滑铁卢大学） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments 7 pages, 5 figures

SV-TrustEval-C: Evaluating Structure and Semantic Reasoning in Large Language Models for Source Code Vulnerability Analysis

Yansong Li, Paula Branco, Alexander M. Hoole, Manish Marwah, Hari Manassery Koduvely, Guy-Vincent Jourdan, Stephan Jou

机构 * University of Ottawa（渥太华大学） ； OpenText（OpenText公司） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Journal ref 2025 IEEE Symposium on Security and Privacy (SP), 2025, pp. 2791-2809

The Power of Personality: A Human Simulation Perspective to Investigate Large Language Model Agents

Yifan Duan, Yihong Tang, Xuefeng Bai, Kehai Chen, Juntao Li, Min Zhang

机构 * Institute of Computing and Intelligence, Harbin Institute of Technology, Shenzhen, China（计算与智能研究院，哈尔滨工业大学深圳校区） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers

Zhengliang Shi, Lingyong Yan, Dawei Yin, Suzan Verberne, Maarten de Rijke, Zhaochun Ren

机构 * Shandong University（山东大学） ； Baidu. Inc（百度公司） ； Leiden University（莱顿大学） ； University of Amsterdam（阿姆斯特丹大学） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments Working in process

Cultural Value Alignment in Large Language Models: A Prompt-based Analysis of Schwartz Values in Gemini, ChatGPT, and DeepSeek

Robin Segerer

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments 15 pages, 1 table, 1 figure

RRTL: Red Teaming Reasoning Large Language Models in Tool Learning

Yifei Liu, Yu Cui, Haibin Zhang

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL

Planning-Driven Programming: A Large Language Model Programming Workflow

Chao Lei, Yanchuan Chang, Nir Lipovetzky, Krista A. Ehinger

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

CoTSRF: Utilize Chain of Thought as Stealthy and Robust Fingerprint of Large Language Models

Zhenzhen Ren, GuoBiao Li, Sheng Li, Zhenxing Qian, Xinpeng Zhang

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Large Language Model-Empowered Interactive Load Forecasting

Yu Zuo, Dalin Qin, Yi Wang

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.LG

Large Language Models show both individual and collective creativity comparable to humans

Luning Sun, Yuzhuo Yuan, Yuan Yao, Yanyan Li, Hao Zhang, Xing Xie, Xiting Wang, Fang Luo, David Stillwell

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Evaluating Mathematical Reasoning Across Large Language Models: A Fine-Grained Approach

Afrar Jahin, Arif Hassan Zidan, Wei Zhang, Yu Bao, Tianming Liu

机构 * School of Computer and Cyber Sciences（计算机与网络安全学院） ； Department of Graduate Psychology（研究生心理学系） ； School of Computing（计算学院） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.LG

Winning at All Cost: A Small Environment for Eliciting Specification Gaming Behaviors in Large Language Models

Lars Malmqvist

机构 * The Tech Collective（技术集体） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.AI

Comments To be presented at SIMLA@ACNS 2025

Large Language Models Think Too Fast To Explore Effectively

Lan Pan, Hanbo Xie, Robert C. Wilson

机构 * School of Psychology（心理学系） ； Georgia Institute of Technology（佐治亚理工学院） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments 21 pages, 16 figures, under review

Large Language Model-driven Security Assistant for Internet of Things via Chain-of-Thought

Mingfei Zeng, Ming Xie, Xixi Zheng, Chunhai Li, Chuan Zhang, Liehuang Zhu

机构 * Guangxi Power Grid Co., Ltd.（广西电网公司） ； School of Cyberspace Science and Technology, Beijing Institute of Technology（北京理工大学信息空间科学与技术学院） ； Guangxi Engineering Research Center of Industrial Internet Security and Blockchain, Guilin University of Electronic Technology（桂林电子科技大学工业互联网安全与区块链工程研究中心） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Evolutionary thoughts: integration of large language models and evolutionary algorithms

Antonio Jimeno Yepes, Pieter Barnard

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey

Da Zheng, Lun Du, Junwei Su, Yuchen Tian, Yuqi Zhu, Jintian Zhang, Lanning Wei, Ningyu Zhang, Huajun Chen

机构 * Ant Group（蚂蚁集团） ； The University of Hong Kong（香港大学） ； Zhejiang University（浙江大学） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.LG

Spill The Beans: Exploiting CPU Cache Side-Channels to Leak Tokens from Large Language Models

Andrew Adiletta, Berk Sunar

机构 * MITRE（MITRE公司） ； Worcester Polytechnic Institute（沃斯特理工学院） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Reasoning Capabilities and Invariability of Large Language Models

Alessandro Raganato, Rafael Peñaloza, Marco Viviani, Gabriella Pasi

机构 * Department of Informatics, Systems, and Communication (DISCo) University of Milano-Bicocca（信息学、系统与通信系（DISCo）米兰-比科卡大学） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL

Comments Accepted for publication in the Proceedings of the 23rd IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2024)

Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context

Sangwon Yu, Ik-hwan Kim, Jongyoon Song, Saehyung Lee, Junsung Park, Sungroh Yoon

机构 * Department of Electrical and Computer Engineering, Seoul National University（电子与计算机工程系，首尔国立大学） ； AIIS, ASRI, INMC, ISRC, and IPAI, Seoul National University（人工智能研究所、人工智能研究机构、智能网络中心、智能系统研究所以及人工智能与公共政策研究所，首尔国立大学） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL

Comments NAACL 2025 Findings

Proof-of-TBI -- Fine-Tuned Vision Language Model Consortium and OpenAI-o3 Reasoning LLM-Based Medical Diagnosis Support System for Mild Traumatic Brain Injury (TBI) Prediction

Ross Gore, Eranga Bandara, Sachin Shetty, Alberto E. Musto, Pratip Rana, Ambrosio Valencia-Romero, Christopher Rhea, Lobat Tayebi, Heather Richter, Atmaram Yarlagadda, Donna Edmonds, Steven Wallace, Donna Broshek

机构 * Old Dominion University（旧 Dominion 大学） ； McDonald Army Health Center（麦克唐纳陆军医疗中心） ； BRAINBox Solutions（BRAINBox 解决方案） ； UVA Health（弗吉尼亚大学健康系统） 纠错

专题命中 推理与问题求解 ：LLM(title,abstract)；language model(title,abstract)；large language model(abstract)；分类 cs.AI

Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation

Jieyong Kim, Hyunseo Kim, Hyunjin Cho, SeongKu Kang, Buru Chang, Jinyoung Yeo, Dongha Lee

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments Accepted to SIGIR 2025

Unlocking Large Language Model's Planning Capabilities with Maximum Diversity Fine-tuning

Wenjun Li, Changyu Chen, Pradeep Varakantham

机构 * Singapore Management University（新加坡管理大学） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.AI

Comments 8 pages of main paper, 2 pages of references

TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking

Danqing Wang, Jianxin Ma, Fei Fang, Lei Li

机构 * Carnegie Mellon University（卡内基梅隆大学） ； Qwen Team（通义实验室） 纠错

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments work in process

Bridging Technology and Humanities: Evaluating the Impact of Large Language Models on Social Sciences Research with DeepSeek-R1

Peiran Gu, Fuhao Duan, Wenhao Li, Bochen Xu, Ying Cai, Teng Yao, Chenxun Zhuo, Tianming Liu, Bao Ge

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments 52 pages, 19 figures

EgoPlan-Bench2: A Benchmark for Multimodal Large Language Model Planning in Real-World Scenarios

Lu Qiu, Yi Chen, Yuying Ge, Yixiao Ge, Ying Shan, Xihui Liu

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.AI

Comments Code & data are available at: https://qiulu66.github.io/egoplanbench2/

ClarityEthic: Explainable Moral Judgment Utilizing Contrastive Ethical Insights from Large Language Models

Yuxi Sun, Wei Gao, Jing Ma, Hongzhan Lin, Ziyang Luo, Wenxuan Zhang

专题命中 推理与问题求解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments We have noticed that this version of our experiment and method description isn't quite complete or accurate. To make sure we present our best work, we think it would be a good idea to withdraw the manuscript for now and take some time to revise and reformat it