大模型推理能力 - arXivDaily 专题

2505.16034 2025-05-26 cs.HC cs.CY 78%

"AI just keeps guessing": Using ARC Puzzles to Help Children Identify Reasoning Errors in Generative AI

Aayushi Dangol, Runhua Zhao, Robert Wolfe, Trushaa Ramanan, Julie A. Kientz, Jason Yip

专题命中其他推理：reasoning(title,abstract)

2505.13480 2025-05-21 cs.CL cs.AI cs.CY cs.LG 78%

Evaluating Reasoning LLMs for Suicide Screening with the Columbia-Suicide Severity Rating Scale

Avinash Patil, Siru Tao, Amardeep Gedhu

机构 * Ira A. Fulton Schools of Engineering Arizona State University（亚利桑那州立大学工程学院）； Heinz College of Information Systems and Public Policy Carnegie Mellon University（卡内基梅隆大学信息系统与公共政策学院）； School of Education and Counseling Psychology Santa Clara University（圣克拉拉大学教育与咨询心理学学院）

专题命中其他推理：reasoning(title)；分类 cs.CL、cs.AI、cs.LG

Comments 8 Pages, 6 Figures, 1 Table

2505.09731 2025-05-16 cs.RO 78%

Unfettered Forceful Skill Acquisition with Physical Reasoning and Coordinate Frame Labeling

William Xie, Max Conway, Yutong Zhang, Nikolaus Correll

机构 * University of Colorado at Boulder（科罗拉多大学波德摩尔分校）

专题命中其他推理：reasoning(title,abstract)

2505.06643 2025-05-13 cs.CR 78%

Practical Reasoning Interruption Attacks on Reasoning Large Language Models

Yu Cui, Cong Zuo

专题命中其他推理：reasoning(title,abstract)

2504.14847 2025-04-22 cs.CV 78%

Reliable Multi-Modal Object Re-Identification via Modality-Aware Graph Reasoning

Xixi Wan, Aihua Zheng, Zi Wang, Bo Jiang, Jin Tang, Jixin Ma

机构 * Information Materials and Intelligent Sensing Laboratory of Anhui Province（安徽省信息材料与智能传感实验室）； Anhui Provincial Key Laboratory of Security Artificial Intelligence（安徽省安全人工智能省级重点实验室）； School（学校）

专题命中其他推理：reasoning(title,abstract)

2504.09641 2025-04-15 cs.CV 78%

TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Xingjian Zhang, Siwei Wen, Wenjun Wu, Lei Huang

专题命中其他推理：reasoning(title,abstract)

2410.12464 2025-03-13 cs.MA 78%

Exploring LLM Cryptocurrency Trading Through Fact-Subjectivity Aware Reasoning

Qian Wang, Yuchen Gao, Zhenheng Tang, Bingqiao Luo, Nuo Chen, Bingsheng He

专题命中其他推理：reasoning(title,abstract)

Comments Accepted at ICLR 2025 Financial AI Workshop

2503.08689 2025-03-12 cs.CV 78%

QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension

Yongdong Luo, Wang Chen, Xiawu Zheng, Weizhong Huang, Shukang Yin, Haojia Lin, Chaoyou Fu, Jinfa Huang, Jiayi Ji, Jiebo Luo, Rongrong Ji

专题命中其他推理：CoT(title)；reasoning(abstract)

Comments Project page: https://github.com/MAC-AutoML/QuoTA

2502.20684 2025-03-03 cs.CL cs.AI cs.LG 78%

JAM: Controllable and Responsible Text Generation via Causal Reasoning and Latent Vector Manipulation

Yingbing Huang, Deming Chen, Abhishek K. Umrawal

专题命中其他推理：reasoning(title)；分类 cs.CL、cs.AI、cs.LG

Comments 10 pages, 3 figures, and 6 tables

2412.11124 2024-12-24 cs.CV 78%

Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning

Shengqiong Wu, Hao Fei, Liangming Pan, William Yang Wang, Shuicheng Yan, Tat-Seng Chua

专题命中其他推理：reasoning(title,abstract)

Comments 16 pages, 10 figures, accepted by AAAI 25

2402.12424 2024-10-18 cs.LG cs.AI cs.CL cs.CV 78%

Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs

Naihao Deng, Zhenjie Sun, Ruiqi He, Aman Sikka, Yulong Chen, Lin Ma, Yue Zhang, Rada Mihalcea

专题命中其他推理：reasoning(title)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted to ACL 2024 Findings; Naihao and Zhenjie contributed equally to the project; Data available at: https://github.com/dnaihao/Tables-as-Texts-or-Images

2404.00027 2024-10-17 cs.HC cs.AI cs.CL cs.CY cs.LG 78%

LLMs as Writing Assistants: Exploring Perspectives on Sense of Ownership and Reasoning

Azmine Toushik Wasi, Mst Rafia Islam, Raima Islam

专题命中其他推理：reasoning(title)；分类 cs.CL、cs.AI、cs.LG

Comments 5 Pages, 3 Figures. Accepted in The Third Workshop on Intelligent and Interactive Writing Assistants at CHI 2024

Journal ref The Third Workshop on Intelligent and Interactive Writing Assistants at CHI 2024

2406.19389 2024-10-02 cs.CV 78%

OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding

Tao Zhang, Xiangtai Li, Hao Fei, Haobo Yuan, Shengqiong Wu, Shunping Ji, Chen Change Loy, Shuicheng Yan

专题命中其他推理：reasoning(title,abstract)

Comments NeurIPS-2024. Project page: https://lxtgh.github.io/project/omg_llava/

2310.19995 2024-06-18 cs.CV 78%

Emotional Theory of Mind: Bridging Fast Visual Processing with Slow Linguistic Reasoning

Yasaman Etesam, Özge Nilay Yalçın, Chuxuan Zhang, Angelica Lim

专题命中其他推理：reasoning(title,abstract)

Comments This paper has been accepted for oral presentation at ACII 2024. Webpage: https://yasaman-etesam.github.io/Contextual-Emotion-Recognition/ 9 pages(including references), 1 Tables, 5 figures

2404.00909 2024-04-02 cs.CV 78%

Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning

Rongjie Li, Yu Wu, Xuming He

专题命中其他推理：reasoning(title,abstract)

Comments Accepted by CVPR2024

2403.12966 2024-03-22 cs.CV 78%

Chain-of-Spot: Interactive Reasoning Improves Large Vision-Language Models

Zuyan Liu, Yuhao Dong, Yongming Rao, Jie Zhou, Jiwen Lu

专题命中其他推理：reasoning(title,abstract)

Comments Project Page: https://sites.google.com/view/chain-of-spot/

2403.10037 2024-03-18 cs.CV 78%

Knowledge Condensation and Reasoning for Knowledge-based VQA

Dongze Hao, Jian Jia, Longteng Guo, Qunbo Wang, Te Yang, Yan Li, Yanhua Cheng, Bo Wang, Quan Chen, Han Li, Jing Liu

专题命中其他推理：reasoning(title,abstract)

2401.17664 2024-02-01 cs.CV cs.GR 78%

Image Anything: Towards Reasoning-coherent and Training-free Multi-modal Image Generation

Yuanhuiyi Lyu, Xu Zheng, Lin Wang

专题命中其他推理：reasoning(title,abstract)

2308.10835 2024-01-26 cs.IR 78%

Enhancing Recommender Systems with Large Language Model Reasoning Graphs

Yan Wang, Zhixuan Chu, Xin Ouyang, Simeng Wang, Hongyan Hao, Yue Shen, Jinjie Gu, Siqiao Xue, James Y Zhang, Qing Cui, Longfei Li, Jun Zhou, Sheng Li

专题命中其他推理：reasoning(title,abstract)

Comments 12 pages, 6 figures

2401.02582 2024-01-08 cs.CV 78%

CoCoT: Contrastive Chain-of-Thought Prompting for Large Multimodal Models with Multiple Image Inputs

Daoan Zhang, Junming Yang, Hanjia Lyu, Zijian Jin, Yuan Yao, Mingkai Chen, Jiebo Luo

专题命中其他推理：chain-of-thought(title,abstract)

2401.00627 2024-01-02 physics.ed-ph 78%

Student and AI responses to physics problems examined through the lenses of sensemaking and mechanistic reasoning

Amogh Sirnoorkar, Dean Zollman, James T. Laverty, Alejandra J. Magana, Sanjay Rebello, Lynn A. Bryan

专题命中其他推理：reasoning(title,abstract)

2312.13558 2023-12-22 cs.LG cs.AI cs.CL cs.CV 78%

The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction

Pratyusha Sharma, Jordan T. Ash, Dipendra Misra

专题命中其他推理：reasoning(title)；分类 cs.CL、cs.AI、cs.LG

2201.05575 2023-08-01 cs.CL cs.AI cs.DB cs.IR cs.LG 78%

Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings

Peng Wang, Xin Xie, Xiaohan Wang, Ningyu Zhang

专题命中其他推理：reasoning(title)；分类 cs.CL、cs.AI、cs.LG

Comments NLPCC 2023

2303.10876 2023-03-28 cs.CV cs.MA 78%

EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning

Chenxin Xu, Robby T. Tan, Yuhong Tan, Siheng Chen, Yu Guang Wang, Xinchao Wang, Yanfeng Wang

专题命中其他推理：reasoning(title,abstract)

Comments Accepted to CVPR 2023

2303.12501 2023-03-23 cs.CV 78%

Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval

Ding Jiang, Mang Ye

专题命中其他推理：reasoning(title,abstract)

Comments Accepted by CVPR 2023. Codes are available at this https://github.com/anosorae/IRRA

2206.05568 2023-02-14 cs.MA cs.CE cs.GT econ.GN q-fin.CP q-fin.EC 78%

Bounded strategic reasoning explains crisis emergence in multi-agent market games

Benjamin Patrick Evans, Mikhail Prokopenko

专题命中其他推理：reasoning(title,abstract)

Comments 10 pages + 7 page appendix, 7 figures

2209.09545 2022-09-21 cs.CV 78%

Graph Reasoning Transformer for Image Parsing

Dong Zhang, Jinhui Tang, Kwang-Ting Cheng

专题命中其他推理：reasoning(title,abstract)

Comments Accepted in ACM MM2022

2205.00272 2022-06-09 cs.CV 78%

Improving Visual Grounding with Visual-Linguistic Verification and Iterative Reasoning

Li Yang, Yan Xu, Chunfeng Yuan, Wei Liu, Bing Li, Weiming Hu

专题命中其他推理：reasoning(title,abstract)

Comments Accepted to CVPR 2022

2110.00261 2022-03-22 cs.CV 78%

Generative Memory-Guided Semantic Reasoning Model for Image Inpainting

Xin Feng, Wenjie Pei, Fengjun Li, Fanglin Chen, David Zhang, Guangming Lu

专题命中其他推理：reasoning(title,abstract)

Comments 13 pages, 10 figures

2201.04906 2022-01-14 cs.CV 78%

Hand-Object Interaction Reasoning

Jian Ma, Dima Damen

专题命中其他推理：reasoning(title,abstract)

1. 其他推理 5792 篇

"AI just keeps guessing": Using ARC Puzzles to Help Children Identify Reasoning Errors in Generative AI

Evaluating Reasoning LLMs for Suicide Screening with the Columbia-Suicide Severity Rating Scale

Unfettered Forceful Skill Acquisition with Physical Reasoning and Coordinate Frame Labeling

Practical Reasoning Interruption Attacks on Reasoning Large Language Models

Reliable Multi-Modal Object Re-Identification via Modality-Aware Graph Reasoning

TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning

Exploring LLM Cryptocurrency Trading Through Fact-Subjectivity Aware Reasoning

QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension

JAM: Controllable and Responsible Text Generation via Causal Reasoning and Latent Vector Manipulation

Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning

Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs

LLMs as Writing Assistants: Exploring Perspectives on Sense of Ownership and Reasoning

OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding

Emotional Theory of Mind: Bridging Fast Visual Processing with Slow Linguistic Reasoning

Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning

Chain-of-Spot: Interactive Reasoning Improves Large Vision-Language Models

Knowledge Condensation and Reasoning for Knowledge-based VQA

Image Anything: Towards Reasoning-coherent and Training-free Multi-modal Image Generation

Enhancing Recommender Systems with Large Language Model Reasoning Graphs

CoCoT: Contrastive Chain-of-Thought Prompting for Large Multimodal Models with Multiple Image Inputs

Student and AI responses to physics problems examined through the lenses of sensemaking and mechanistic reasoning

The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction

Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings

EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning

Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval

Bounded strategic reasoning explains crisis emergence in multi-agent market games

Graph Reasoning Transformer for Image Parsing

Improving Visual Grounding with Visual-Linguistic Verification and Iterative Reasoning

Generative Memory-Guided Semantic Reasoning Model for Image Inpainting

Hand-Object Interaction Reasoning