语言大模型 / LLM

Large Language Model Powered Decision Support for a Metal Additive Manufacturing Knowledge Graph

Muhammad Tayyab Khan, Lequn Chen, Wenhe Feng, Seung Ki Moon

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

Comments The paper has been accepted at 11th International Conference of Asian Society for Precision Engineering and Nanotechnology

LLMs-guided adaptive compensator: Bringing Adaptivity to Automatic Control Systems with Large Language Models

Zhongchao Zhou, Yuxi Lu, Yaonan Zhu, Yifan Zhao, Bin He, Liang He, Wenwen Yu, Yusuke Iwasawa

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

JT-Math: A Multi-Stage Framework for Advanced Mathematical Reasoning in Large Language Models

Yifan Hao, Fangning Chao, Yaqian Hao, Zhaojun Cui, Huan Bai, Haiyu Zhang, Yankai Liu, Chao Deng, Junlan Feng

机构 * China Mobile Research Institute Beijing, China（中国移动研究院北京） 纠错

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

HITSZ's End-To-End Speech Translation Systems Combining Sequence-to-Sequence Auto Speech Recognition Model and Indic Large Language Model for IWSLT 2025 in Indic Track

Xuchen Wei, Yangxin Wu, Yaoyin Zhang, Henglyu Liu, Kehai Chen, Xuefeng Bai, Min Zhang

机构 * School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China（计算机科学与技术学院，哈尔滨工业大学（深圳）） 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 7 pages, 1 figure, submitted to IWSLT 2025

UloRL:An Ultra-Long Output Reinforcement Learning Approach for Advancing Large Language Models' Reasoning Abilities

Dong Du, Shulin Liu, Tao Yang, Shaohua Chen, Yang Li

机构 * Tencent Hunyuan Team（腾讯文言团队） 纠错

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

Comments 12 pages

DrugPilot: LLM-based Parameterized Reasoning Agent for Drug Discovery

Kun Li, Zhennan Wu, Shoupeng Wang, Jia Wu, Shirui Pan, Wenbin Hu

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 29 pages, 8 figures, 2 tables

A Human-in-the-loop Approach to Robot Action Replanning through LLM Common-Sense Reasoning

Elena Merlo, Marta Lagomarsino, Arash Ajoudani

机构 * Human-Robot Interfaces and Interaction (HRII) Laboratory, Istituto Italiano di Tecnologia（人机交互（HRII）实验室，意大利技术研究院） ； Dept. of Informatics, Bioengineering, Robotics, and Systems Engineering, University of Genoa（信息学、生物工程、机器人学和系统工程系，热那亚大学） 纠错

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

ADAgent: LLM Agent for Alzheimer's Disease Analysis with Collaborative Coordinator

Wenlong Hou, Guangqian Yang, Ye Du, Yeung Lau, Lihao Liu, Junjun He, Ling Long, Shujun Wang

机构 * 1 Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong SAR, China 2 Amazon, USA 3 Shanghai Artificial Intelligence Laboratory, China 4 Department of Geriatrics, Third Affiliated Hospital of Sun Yat-sen University, China 5 Research Institute for Smart Ageing, The Hong Kong Polytechnic University, Hong Kong SAR, China 纠错

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

VLMPlanner: Integrating Visual Language Models with Motion Planning

Zhipeng Tang, Sha Zhang, Jiajun Deng, Chenjie Wang, Guoliang You, Yuting Huang, Xinrui Lin, Yanyong Zhang

机构 * University of Science and Technology of China（科学技术大学） ； University of Adelaide（阿德莱德大学） ； Institute of Artificial Intelligence, Hefei Comprehensive National Science Center（合肥综合性国家科学中心人工智能研究院） 纠错

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

Comments 8 pages, 3 figures, this paper has been accepted by ACM MM 2025

FMimic: Foundation Models are Fine-grained Action Learners from Human Videos

Guangyan Chen, Meiling Wang, Te Cui, Yao Mu, Haoyang Lu, Zicai Peng, Mengxiao Hu, Tianxing Zhou, Mengyin Fu, Yi Yang, Yufeng Yue

机构 * Beijing Institute of Technology, Beijing, P. R. China（北京理工大学） ； The University of Hong Kong, Hong Kong, P. R. China（香港大学） 纠错

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

Comments accepted to International Journal of Robotics Research(IJRR)

VerifyBench: A Systematic Benchmark for Evaluating Reasoning Verifiers Across Domains

Xuzhao Li, Xuchen Li, Shiyu Hu, Yongzhen Guo, Wentao Zhang

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

Comments Preprint, Under review

Agentic Reinforced Policy Optimization

Guanting Dong, Hangyu Mao, Kai Ma, Licheng Bao, Yifei Chen, Zhongyuan Wang, Zhongxia Chen, Jiazhen Du, Huiyang Wang, Fuzheng Zhang, Guorui Zhou, Yutao Zhu, Ji-Rong Wen, Zhicheng Dou

机构 * Renmin University of China（中国人民大学） ； Kuaishou Technology（快手科技） 纠错

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

Comments Working on progress

MoL-RL: Distilling Multi-Step Environmental Feedback into LLMs for Feedback-Independent Reasoning

Kang Yang, Jingxue Chen, Qingkun Tang, Tianxiang Zhang, Qianchun Lu

机构 * Dalian University of Technology（大连理工大学） ； Wired Product Operation Division, ZTE Corporation（中兴通讯无线产品运营部） 纠错

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

Comments 12pages,3figures

AgentMesh: A Cooperative Multi-Agent Generative AI Framework for Software Development Automation

Sourena Khanzadeh

机构 * Toronto Metropolitan University（多伦多 Metropolitan 大学） 纠错

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

From Reasoning to Super-Intelligence: A Search-Theoretic Perspective

Shai Shalev-Shwartz, Amnon Shashua

机构 * AA-I, July 2025（AA-I） 纠错

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

Fast or Better? Balancing Accuracy and Cost in Retrieval-Augmented Generation with Flexible User Control

Jinyan Su, Jennifer Healey, Preslav Nakov, Claire Cardie

机构 * Cornell University（康奈尔大学） ； Adobe Research（Adobe研究） ； Mohamed bin Zayed University of Artificial Intelligence（Mohamed bin Zayed人工智能大学） 纠错

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

Advancing Shared and Multi-Agent Autonomy in Underwater Missions: Integrating Knowledge Graphs and Retrieval-Augmented Generation

Michele Grimaldi, Carlo Cernicchiaro, Sebastian Realpe Rua, Alaaeddine El-Masri-El-Chaarani, Markus Buchholz, Loizos Michael, Pere Ridao Rodriguez, Ignacio Carlucho, Yvan R. Petillot

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

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought

Wentao Tan, Qiong Cao, Yibing Zhan, Chao Xue, Changxing Ding

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

Object-centric Video Question Answering with Visual Grounding and Referring

Haochen Wang, Qirui Chen, Cilin Yan, Jiayin Cai, Xiaolong Jiang, Yao Hu, Weidi Xie, Stratis Gavves

机构 * University of Amsterdam（阿姆斯特丹大学） ； SAI, Shanghai Jiao Tong University（上海交通大学SAI研究所） ； Xiaohongshu Inc（小红书公司） 纠错

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

On the Limits of Hierarchically Embedded Logic in Classical Neural Networks

Bill Cochran

机构 * Bill Cochran 纠错

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

Comments 9 pages

HAMLET-FFD: Hierarchical Adaptive Multi-modal Learning Embeddings Transformation for Face Forgery Detection

Jialei Cui, Jianwei Du, Yanzhe Li, Lei Gao, Hui Jiang, Chenfu Bao

机构 * Baidu Inc.（百度公司） ； Southeast University（东南大学） ； Tsinghua University（清华大学） 纠错

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

Enhancing Spatial Reasoning through Visual and Textual Thinking

Xun Liang, Xin Guo, Zhongming Jin, Weihang Pan, Penghui Shang, Deng Cai, Binbin Lin, Jieping Ye

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

Free-form language-based robotic reasoning and grasping

Runyu Jiao, Alice Fasoli, Francesco Giuliari, Matteo Bortolon, Sergio Povoli, Guofeng Mei, Yiming Wang, Fabio Poiesi

机构 * Fondazione Bruno Kessler（布鲁诺·科塞拉基金会） ； University of Trento（特伦托大学） ； Istituto Italiano di Tecnologia（意大利技术研究院） 纠错

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

Comments Accepted to IROS 2025. Project website: https://tev-fbk.github.io/FreeGrasp/

SceneLoom: Communicating Data with Scene Context

Lin Gao, Leixian Shen, Yuheng Zhao, Jiexiang Lan, Huamin Qu, Siming Chen

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