语言大模型 / LLM

Puzzle Solving using Reasoning of Large Language Models: A Survey

Panagiotis Giadikiaroglou, Maria Lymperaiou, Giorgos Filandrianos, Giorgos Stamou

机构 * Artificial Intelligence and Learning Systems Laboratory（人工智能与学习系统实验室） ； School of Electrical and Computer Engineering（电气与计算机工程学院） ； National Technical University of Athens（希腊雅典国家技术大学） 纠错

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

Journal ref Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 11574-11591, Miami, Florida, USA. Association for Computational Linguistics, 2024

Accurate and Consistent Graph Model Generation from Text with Large Language Models

Boqi Chen, Ou Wei, Bingzhou Zheng, Gunter Mussbacher

机构 * McGill University（麦吉尔大学） ； Huawei Research Canada（华为加拿大研究） 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 Accepted at ACM / IEEE 28th International Conference on Model Driven Engineering Languages and Systems (MODELS 2025)

DINO-R1: Incentivizing Reasoning Capability in Vision Foundation Models

Chenbin Pan, Wenbin He, Zhengzhong Tu, Liu Ren

机构 * Bosch Research North America（博世北美研究部） ； Bosch Center for Artificial Intelligence (BCAI)（博世人工智能中心） ； Texas A&M University（德克萨斯A&M大学） 纠错

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

SynAdapt: Learning Adaptive Reasoning in Large Language Models via Synthetic Continuous Chain-of-Thought

Jianwei Wang, Ziming Wu, Fuming Lai, Shaobing Lian, Ziqian Zeng

机构 * Tencent Inc.（腾讯公司） 纠错

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

Court of LLMs: Evidence-Augmented Generation via Multi-LLM Collaboration for Text-Attributed Graph Anomaly Detection

Yiming Xu, Jiarun Chen, Zhen Peng, Zihan Chen, Qika Lin, Lan Ma, Bin Shi, Bo Dong

机构 * School of Computer Science and Technology, Xi'an Jiaotong University（计算机科学与技术学院，西安交通大学） ； Department of Electrical and Computer Engineering, University of Virginia（电气与计算机工程系，弗吉尼亚大学） ； Saw Swee Hock School of Public Health, National University of Singapore（Saw Swee Hock 公共卫生学院，新加坡国立大学） ； China Telecom Corporation Ltd. Shaanxi Branch（中国电信股份有限公司陕西分公司） ； School of Distance Education, Xi'an Jiaotong University（继续教育学院，西安交通大学） 纠错

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

Comments Accepted by ACM Multimedia 2025 (MM '25)

OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems with Reasoning LLM

Bowen Zhang, Pengcheng Luo, Genke Yang, Boon-Hee Soong, Chau Yuen

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

Comments 8 pages, 13 figures

Oedipus and the Sphinx: Benchmarking and Improving Visual Language Models for Complex Graphic Reasoning

Jianyi Zhang, Xu Ji, Ziyin Zhou, Yuchen Zhou, Shubo Shi, Haoyu Wu, Zhen Li, Shizhao Liu

机构 * Beijing Electronic Science & Technology Institute（北京电子科学技术研究所） 纠错

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

Lucy: edgerunning agentic web search on mobile with machine generated task vectors

Alan Dao, Dinh Bach Vu, Alex Nguyen, Norapat Buppodom

机构 * Menlo Research（Menlo研究） 纠错

专题命中 推理与问题求解 ：language model(abstract)；small language model(abstract)；SLM(abstract)；分类 cs.CL

Loop Invariant Generation: A Hybrid Framework of Reasoning optimised LLMs and SMT Solvers

Varun Bharti, Shashwat Jha, Dhruv Kumar, Pankaj Jalote

机构 * IIIT Delhi（印度德里理工学院） ； BITS Pilani（比斯帕利尼理工学院） 纠错

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

Comments Under Review

BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking

Qisheng Hu, Quanyu Long, Wenya Wang

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

Comments Work in Progress

Can Atomic Step Decomposition Enhance the Self-structured Reasoning of Multimodal Large Models?

Kun Xiang, Zhili Liu, Zihao Jiang, Yunshuang Nie, Kaixin Cai, Yiyang Yin, Runhui Huang, Haoxiang Fan, Hanhui Li, Weiran Huang, Yihan Zeng, Yu-Jie Yuan, Jianhua Han, Lanqing Hong, Hang Xu, Xiaodan Liang

机构 * Sun Yat-sen University（中山大学） ； Hong Kong University of Science and Technology（香港科学与技术大学） ； Shanghai Jiaotong University（上海交通大学） ； University of Hong Kong（香港大学） ； Huawei Noah’s Ark Lab（华为诺亚实验室） 纠错

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

Comments arXiv admin note: substantial text overlap with arXiv:2411.11930

MV-MATH: Evaluating Multimodal Math Reasoning in Multi-Visual Contexts

Peijie Wang, Zhong-Zhi Li, Fei Yin, Xin Yang, Dekang Ran, Cheng-Lin Liu

机构 * MAIS, Institute of Automation of Chinese Academy of Sciences（自动化研究所） 纠错

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

Comments 45 pages, accepted by CVPR2025

Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning

Guijin Son, Jiwoo Hong, Hyunwoo Ko, James Thorne

机构 * Yonsei University（延世大学） ； OneLineAI ； KAIST AI（韩国科学技术院人工智能实验室） 纠错

专题命中 推理与问题求解 ：LLM(abstract)；分类 cs.CL

Comments ACL 2025 (ORAL)

Should ChatGPT Write Your Breakup Text? Exploring the Role of AI in Relationship Dissolution

Yue Fu, Yixin Chen, Zelia Gomes Da Costa Lai, Alexis Hiniker

专题命中 推理与问题求解 ：prompting(abstract)；分类 cs.AI

Analyze-Prompt-Reason: A Collaborative Agent-Based Framework for Multi-Image Vision-Language Reasoning

Angelos Vlachos, Giorgos Filandrianos, Maria Lymperaiou, Nikolaos Spanos, Ilias Mitsouras, Vasileios Karampinis, Athanasios Voulodimos

机构 * Artificial Intelligence and Learning Systems Laboratory, National Technical University of Athens（人工智能与学习系统实验室，国家技术大学） 纠错

专题命中 推理与问题求解 ：language model(abstract)