语言大模型 / LLM

Fleet of Agents: Coordinated Problem Solving with Large Language Models

Lars Klein, Nearchos Potamitis, Roland Aydin, Robert West, Caglar Gulcehre, Akhil Arora

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

Comments ICML 2025; 28 pages, 68 figures, 8 tables

Shadow Wireless Intelligence: Large Language Model-Driven Reasoning in Covert Communications

Yuanai Xie, Zhaozhi Liu, Xiao Zhang, Shihua Zhang, Rui Hou, Minrui Xu, Ruichen Zhang, Dusit Niyato

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

Vision and Intention Boost Large Language Model in Long-Term Action Anticipation

Congqi Cao, Lanshu Hu, Yating Yu, Yanning Zhang

机构 * Northwestern Polytechnical University（西北工业大学） 纠错

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

HMCF: A Human-in-the-loop Multi-Robot Collaboration Framework Based on Large Language Models

Zhaoxing Li, Wenbo Wu, Yue Wang, Yanran Xu, William Hunt, Sebastian Stein

机构 * School of Electronics and Computer Science, University of Southampton（电子与计算机科学学院，南安普顿大学） 纠错

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

Are Retrials All You Need? Enhancing Large Language Model Reasoning Without Verbalized Feedback

Nearchos Potamitis, Akhil Arora

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

Comments 8 pages, 16 figures, 1 table. arXiv admin note: text overlap with arXiv:2405.06691

SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model

Kaiyu Li, Zepeng Xin, Li Pang, Chao Pang, Yupeng Deng, Jing Yao, Guisong Xia, Deyu Meng, Zhi Wang, Xiangyong Cao

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

Large Language Model-based Decision-making for COLREGs and the Control of Autonomous Surface Vehicles

Klinsmann Agyei, Pouria Sarhadi, Wasif Naeem

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

Comments This work has been accepted for publication at European Control Conference 2025, \c{opyright} IEEE 2025. Please cite the published version when available

Fully Automated Generation of Combinatorial Optimisation Systems Using Large Language Models

Daniel Karapetyan

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

Analyzing and Boosting the Power of Fine-Grained Visual Recognition for Multi-modal Large Language Models

Hulingxiao He, Geng Li, Zijun Geng, Jinglin Xu, Yuxin Peng

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

Comments Published as a conference paper at ICLR 2025. The model is available at https://huggingface.co/StevenHH2000/Finedefics

Enhanced Bloom's Educational Taxonomy for Fostering Information Literacy in the Era of Large Language Models

Yiming Luo, Ting Liu, Patrick Cheong-Iao Pang, Dana McKay, Ziqi Chen, George Buchanan, Shanton Chang

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

Comments 25 Pages, 5 figures, submitted to the journal Computers & Education, currently under peer review

Long-horizon Locomotion and Manipulation on a Quadrupedal Robot with Large Language Models

Yutao Ouyang, Jinhan Li, Yunfei Li, Zhongyu Li, Chao Yu, Koushil Sreenath, Yi Wu

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

Towards Understanding Multi-Round Large Language Model Reasoning: Approximability, Learnability and Generalizability

Chenhui Xu, Dancheng Liu, Jiajie Li, Amir Nassereldine, Zhaohui Li, Jinjun Xiong

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

CorrA: Leveraging Large Language Models for Dynamic Obstacle Avoidance of Autonomous Vehicles

Shanting Wang, Panagiotis Typaldos, Andreas A. Malikopoulos

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

SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Models

Yue Zhang, Zhiyang Xu, Ying Shen, Parisa Kordjamshidi, Lifu Huang

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

Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models

Yingqian Cui, Pengfei He, Jingying Zeng, Hui Liu, Xianfeng Tang, Zhenwei Dai, Yan Han, Chen Luo, Jing Huang, Zhen Li, Suhang Wang, Yue Xing, Jiliang Tang, Qi He

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

Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality

Guanyu Zhou, Yibo Yan, Xin Zou, Kun Wang, Aiwei Liu, Xuming Hu

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

Comments Accepted by The Thirteenth International Conference on Learning Representations (ICLR 2025)

BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning

Beichen Zhang, Yuhong Liu, Xiaoyi Dong, Yuhang Zang, Pan Zhang, Haodong Duan, Yuhang Cao, Dahua Lin, Jiaqi Wang

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

Comments Codes and Data are available at https://github.com/beichenzbc/BoostStep

SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering

Xiaopeng Li, Shasha Li, Shezheng Song, Huijun Liu, Bin Ji, Xi Wang, Jun Ma, Jie Yu, Xiaodong Liu, Jing Wang, Weimin Zhang

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

Comments AAAI25. Our code is available at https://github.com/xpq-tech/SWEA

Flaming-hot Initiation with Regular Execution Sampling for Large Language Models

Weizhe Chen, Zhicheng Zhang, Guanlin Liu, Renjie Zheng, Wenlei Shi, Chen Dun, Zheng Wu, Xing Jin, Lin Yan

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

Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges

Safal Shrestha, Minwu Kim, Keith Ross

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

Large Language Model Agents for Radio Map Generation and Wireless Network Planning

Hongye Quan, Wanli Ni, Tong Zhang, Xiangyu Ye, Ziyi Xie, Shuai Wang, Yuanwei Liu, Hui Song

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

Comments 5 pages, 7 figures

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming

Azizjon Kobilov, Jianglin Lan

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

Comments Submitted to IEEE Conference

Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model

Kuan-Chih Huang, Xiangtai Li, Lu Qi, Shuicheng Yan, Ming-Hsuan Yang

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

Comments Accepted to 3DV 2025. Project Page: https://reason3d.github.io/

Mobile Network-specialized Large Language Models for 6G: Architectures, Innovations, Challenges, and Future Trends

Abdelaali Chaoub, Muslim Elkotob

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

Comments 9 pages, 4 figures, 1 table. This paper has been submitted to IEEE for publication. Copyright may change without notice

The "Huh?" Button: Improving Understanding in Educational Videos with Large Language Models

Boris Ruf, Marcin Detyniecki

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

Comments Presented at the 18th IEEE International Workshop on Multimedia Technologies for E-Learning (MTEL), 2024

Can Large Language Models Beat Wall Street? Unveiling the Potential of AI in Stock Selection

Georgios Fatouros, Konstantinos Metaxas, John Soldatos, Dimosthenis Kyriazis

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

Comments 17 pages, 12 figures, 12 tables

Journal ref Neural Computing and Applications (2024) 1-16

A Tool for In-depth Analysis of Code Execution Reasoning of Large Language Models

Changshu Liu, Reyhaneh Jabbarvand

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

Comments 5 pages

From Decision to Action in Surgical Autonomy: Multi-Modal Large Language Models for Robot-Assisted Blood Suction

Sadra Zargarzadeh, Maryam Mirzaei, Yafei Ou, Mahdi Tavakoli

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

Comments Accepted for Publication in IEEE Robotics and Automation Letters, 2025

Explaining GitHub Actions Failures with Large Language Models: Challenges, Insights, and Limitations

Pablo Valenzuela-Toledo, Chuyue Wu, Sandro Hernandez, Alexander Boll, Roman Machacek, Sebastiano Panichella, Timo Kehrer

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

Comments Accepted at ICPC-2025

Filtering Discomforting Recommendations with Large Language Models

Jiahao Liu, Yiyang Shao, Peng Zhang, Dongsheng Li, Hansu Gu, Chao Chen, Longzhi Du, Tun Lu, Ning Gu

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

Comments Accepted by WWW 2025, 16 pages, full version