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2025-08-07 至 2025-08-07 共收录 20 信号源:cs.CL, cs.AI, cs.LG

1. 推理评测 20 篇

2508.03737 2025-08-07 cs.CL cs.AI 86%

GanitBench: A bi-lingual benchmark for evaluating mathematical reasoning in Vision Language Models

Ashutosh Bandooni, Brindha Subburaj

专题命中 推理评测 :reasoning(title,abstract);chain-of-thought(abstract);CoT(abstract);分类 cs.CL、cs.AI

Comments 6 pages, 3 figures. Accepted, Presented and Published as part of Proceedings of the 6th International Conference on Recent Advantages in Information Technology (RAIT) 2025

Journal ref 2025 6th International Conference on Recent Advances in Information Technology (RAIT), Dhanbad, India, 2025, pp. 1-6

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2508.04043 2025-08-07 cs.CV 82%

VisualTrans: A Benchmark for Real-World Visual Transformation Reasoning

Yuheng Ji, Yipu Wang, Yuyang Liu, Xiaoshuai Hao, Yue Liu, Yuting Zhao, Huaihai Lyu, Xiaolong Zheng

专题命中 推理评测 :reasoning(title,abstract);planning(abstract)

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2508.03733 2025-08-07 cs.LG cs.AI cs.CL cs.CV 82%

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning

Wenjie Li, Yujie Zhang, Haoran Sun, Yueqi Li, Fanrui Zhang, Mengzhe Xu, Victoria Borja Clausich, Sade Mellin, Renhao Yang, Chenrun Wang, Jethro Zih-Shuo Wang, Shiyi Yao, Gen Li, Yidong Xu, Hanyu Wang, Yilin Huang, Angela Lin Wang, Chen Shi, Yin Zhang, Jianan Guo, Luqi Yang, Renxuan Li, Yang Xu, Jiawei Liu, Yao Zhang, Lei Liu, Carlos Gutiérrez SanRomán, Lei Wang

机构 * College of Health Science and Technology, Shanghai Jiao Tong University School of Medicine(上海交通大学医学院健康科学与技术学院) Shanghai Innovation Institute(上海创新研究院) Clinical Center for Sports Medicine, Department of Orthopaedics, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine(上海交通大学医学院骨科临床中心) School of Basic Medical Sciences, Intelligent Medicine Institute, Fudan University(复旦大学基础医学学院) Department of Hematology, The First Affiliated Hospital, College of Medicine, Zhejiang University(浙江大学医学院第一附属医院血液科) MoE Key Laboratory of Brain-Inspired Intelligent Perception and Cognition, University of Science and Technology of China(中国科学技术大学脑启发智能感知与认知教育部重点实验室) Department of Public Health and Primary Care, University of Cambridge(剑桥大学公共卫生与初级保健学院) Department of Medicine, Faculty of Health Sciences, Universidad CEU Cardenal Herrera(CEU卡德纳尔-赫尔曼大学健康科学学院医学系) Faculty of Medicine, University of Helsinki(赫尔辛基大学医学院) X-LANCE Lab, School of Computer Science, Shanghai Jiao Tong University(上海交通大学计算机科学学院X-LANCE实验室) Department of Hepatobiliary Surgery, National Cancer Center / National Clinical Research Center for Cancer / Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College(中国医学科学院肿瘤医院肝胆外科) Department of Surgery, The Ohio State University Wexner Medical Center, The James Comprehensive Cancer Center(俄亥俄州立大学韦克斯纳医学中心外科部,詹姆斯综合癌症中心) Ningbo Institute of Technology, Beihang University(北航宁波理工学院)

专题命中 推理评测 :reasoning(title,abstract);分类 cs.CL、cs.AI、cs.LG

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2508.04531 2025-08-07 cs.CL cs.AI 81%

Unveiling the Landscape of Clinical Depression Assessment: From Behavioral Signatures to Psychiatric Reasoning

Zhuang Chen, Guanqun Bi, Wen Zhang, Jiawei Hu, Aoyun Wang, Xiyao Xiao, Kun Feng, Minlie Huang

机构 * School of Computer Science and Engineering, Central South University(中南大学计算机科学与工程学院) CoAI Group, DCST, IAI, BNRIST, Tsinghua University(清华大学) University of International Relations(国际关系大学) Central China Normal University(华中师范大学) Lingxin AI(灵心AI) Yuquan Hospital, Tsinghua University(清华大学友谊医院)

专题命中 推理评测 :reasoning(title,abstract);分类 cs.CL、cs.AI

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2508.04118 2025-08-07 cs.AI cs.CL 81%

AgREE: Agentic Reasoning for Knowledge Graph Completion on Emerging Entities

Ruochen Zhao, Simone Conia, Eric Peng, Min Li, Saloni Potdar

专题命中 推理评测 :reasoning(title,abstract);分类 cs.CL、cs.AI

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2508.04199 2025-08-07 cs.CL 79%

Reasoning Beyond Labels: Measuring LLM Sentiment in Low-Resource, Culturally Nuanced Contexts

Millicent Ochieng, Anja Thieme, Ignatius Ezeani, Risa Ueno, Samuel Maina, Keshet Ronen, Javier Gonzalez, Jacki O'Neill

机构 * Microsoft Research(微软研究院) Lancaster University(兰卡斯特大学) University of Washington(华盛顿大学)

专题命中 推理评测 :reasoning(title,abstract);分类 cs.CL

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2508.03722 2025-08-07 cs.CV cs.AI 79%

Multimodal Video Emotion Recognition with Reliable Reasoning Priors

Zhepeng Wang, Yingjian Zhu, Guanghao Dong, Hongzhu Yi, Feng Chen, Xinming Wang, Jun Xie

机构 * Lenovo Research(联想研究院) School of Artificial Intelligence, UCAS(中国科学院大学人工智能学院) Institute of Automation, CAS(中国科学院自动化研究所) Macau University of Science and Technology(澳门科学理工学院) School of Computer Science and Technology, UCAS(中国科学院大学计算机科学与技术学院)

专题命中 推理评测 :reasoning(title,abstract);分类 cs.AI

Comments preprint

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2506.05828 2025-08-07 cs.CL cs.CE 79%

FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging

Zichen Tang, Haihong E, Ziyan Ma, Haoyang He, Jiacheng Liu, Zhongjun Yang, Zihua Rong, Rongjin Li, Kun Ji, Qing Huang, Xinyang Hu, Yang Liu, Qianhe Zheng

机构 * Beijing University of Posts and Telecommunications(北京邮电大学)

专题命中 推理评测 :reasoning(title,abstract);分类 cs.CL

Comments Accepted by ACL 2025 Main Conference

Journal ref Proc. ACL 2025 (Volume 1: Long Papers), pages 15721-15749

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2504.16414 2025-08-07 cs.CL 79%

Evaluating Multi-Hop Reasoning in Large Language Models: A Chemistry-Centric Case Study

Mohammad Khodadad, Ali Shiraee Kasmaee, Mahdi Astaraki, Nicholas Sherck, Hamidreza Mahyar, Soheila Samiee

机构 * Department of Computational Science and Engineering(计算科学与工程系) McMaster University(麦斯特大学) BASF Canada Inc(巴斯夫加拿大公司) BASF Corporation(巴斯夫公司)

专题命中 推理评测 :reasoning(title,abstract);分类 cs.CL

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2508.04418 2025-08-07 cs.MM cs.CV cs.MA cs.SD eess.AS 78%

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation

Jinxing Zhou, Yanghao Zhou, Mingfei Han, Tong Wang, Xiaojun Chang, Hisham Cholakkal, Rao Muhammad Anwer

专题命中 推理评测 :reasoning(title,abstract)

Comments Project page: https://github.com/jasongief/TGS-Agent

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2508.04175 2025-08-07 cs.CV 78%

AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization

Jingyi Liao, Yongyi Su, Rong-Cheng Tu, Zhao Jin, Wenhao Sun, Yiting Li, Dacheng Tao, Xun Xu, Xulei Yang

专题命中 推理评测 :reasoning(title,abstract)

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2508.04350 2025-08-07 cs.CL cs.AI cs.CV cs.LG cs.MA 75%

Chain of Questions: Guiding Multimodal Curiosity in Language Models

Nima Iji, Kia Dashtipour

机构 * Edinburgh Napier University(爱丁堡纳皮尔大学)

专题命中 推理评测 :reasoning(abstract);chain-of-thought(abstract);分类 cs.CL、cs.AI、cs.LG

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2508.04576 2025-08-07 cs.AI 57%

ConfProBench: A Confidence Evaluation Benchmark for MLLM-Based Process Judges

Yue Zhou, Yi Chang, Yuan Wu

专题命中 推理评测 :reasoning(abstract);分类 cs.AI

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2508.04279 2025-08-07 cs.LG 57%

Mockingbird: How does LLM perform in general machine learning tasks?

Haoyu Jia, Yoshiki Obinata, Kento Kawaharazuka, Kei Okada

专题命中 推理评测 :reasoning(abstract);分类 cs.LG

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2507.04642 2025-08-07 cs.CL 57%

R1-RE: Cross-Domain Relation Extraction with RLVR

Runpeng Dai, Tong Zheng, Run Yang, Kaixian Yu, Hongtu Zhu

机构 * University of North Carolina at Chapel Hill(北卡罗来纳大学教堂山分校) University of Maryland College Park(马里兰大学学院市分校) BiliBili(哔哩哔哩) Insilicom LLC(Insilicom公司)

专题命中 推理评测 :reasoning(abstract);分类 cs.CL

Comments 14 pages, 7 figures

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2504.14194 2025-08-07 cs.CL 57%

Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models

Xinlin Zhuang, Jiahui Peng, Ren Ma, Yinfan Wang, Tianyi Bai, Xingjian Wei, Jiantao Qiu, Chi Zhang, Ying Qian, Conghui He

机构 * Shanghai Artificial Intelligence Laboratory(上海人工智能实验室) School of Computer Science and Technology, East China Normal University(东华大学计算机科学与技术学院)

专题命中 推理评测 :reasoning(abstract);分类 cs.CL

Comments ACL 2025 Best Theme Paper Award

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2503.12772 2025-08-07 cs.CV cs.AI cs.RO 57%

NuPlanQA: A Large-Scale Dataset and Benchmark for Multi-View Driving Scene Understanding in Multi-Modal Large Language Models

Sung-Yeon Park, Can Cui, Yunsheng Ma, Ahmadreza Moradipari, Rohit Gupta, Kyungtae Han, Ziran Wang

机构 * Purdue University(普渡大学) Toyota InfoTech Labs(丰田信息技术实验室)

专题命中 推理评测 :reasoning(abstract);分类 cs.AI

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2411.17125 2025-08-07 cs.CV cs.AI 57%

DOGR: Towards Versatile Visual Document Grounding and Referring

Yinan Zhou, Yuxin Chen, Haokun Lin, Yichen Wu, Shuyu Yang, Zhongang Qi, Chen Ma, Li Zhu, Ying Shan

机构 * Xi’an Jiaotong University(西安交通大学) ARC Lab, Tencent PCG(腾讯PCG ARC实验室) City University of Hongkong(香港城市大学) Institute of Automation, CAS(中国科学院自动化研究所) Harvard University(哈佛大学) vivo Mobile Communication Co.(vivo移动通信公司)

专题命中 推理评测 :reasoning(abstract);分类 cs.AI

Comments 22 pages, 16 figures

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2508.04017 2025-08-07 cs.CV 50%

Can Large Multimodal Models Actively Recognize Faulty Inputs? A Systematic Evaluation Framework of Their Input Scrutiny Ability

Haiqi Yang, Jinzhe Li, Gengxu Li, Yi Chang, Yuan Wu

专题命中 推理评测 :reasoning(abstract)

Comments 9pages, 2figures

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2508.03724 2025-08-07 cs.CV 50%

From Waveforms to Pixels: A Survey on Audio-Visual Segmentation

Jia Li, Yapeng Tian

机构 * Department of Computer Science, The University of Texas at Dallas(计算机科学系,德克萨斯大学达拉斯分校)

专题命中 推理评测 :reasoning(abstract)

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