Structured CoT Reasoning

CoT: Chain-of-Thought

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15 papers1 paper in the last four weeks, with none the four weeks before. 0.0% of all new papers.

  1. Agentic AI with Structured CoT for Enhancing AI's Spatial Intelligence: Visualization and Reasoning of Rotation

    Oct 3, 2026Uttamasha Monjoree, Wei YanSpatial Reasoning BenchmarksStructured CoT Reasoning

    Department of Architecture, Texas A&M University, College Station, USA

  2. Towards Physics-Faithful Generation of Scientific Diagrams

    Aug 13, 2026Minghui Zhang, Jinxin Shi, Yifan Chang +12Scientific VisualizationStructured CoT Reasoning

    Shanghai Artificial Intelligence Laboratory, Shanghai, China · Shanghai Jiao Tong University, Shanghai, China

  3. Reasoning Consensus: Structural Ensembling of LLM Reasoning via Weighted DAG Aggregation

    Jul 30, 2026Amruta Parulekar, Jinu Lee, Dilek Hakkani-Tür +1Structured ReasoningLLM Reasoning with Graphs

    University of Illinois Urbana-Champaign

  4. Cognitive Dual-Process Planning for Autonomous Driving with Structured Scene Knowledge and Verifiable Reasoning-Action Consistency

    Jul 21, 2026Zhongyao Yang, Haoyu Li, Yu Yan +3VLMs for Autonomous DrivingStructured CoT Reasoning

    School of Mechanical Engineering, Beijing Institute of Technology, Beijing, 100081, Beijing, China · National Engineering Research Center of Electric Vehicles, Beijing Institute of Technology, Beijing, 100081, Beijing, China · School of Mechanical Engineering, Southeast University, Nanjing, 211189, Jiangsu, China +1

  5. Structured Thoughts For Improved Reasoning And Context Pruning

    Jul 11, 2026Zain Sarwar, Supriyo Chakraborty, Berkcan Kapusuzoglu +5Efficient Language Model ReasoningStructured CoT Reasoning

    University of Chicago · Capital One

  6. Imbuing Large Language Models with Bidirectional Logic for Robust Chain Repair

    Jun 3, 2026Zehua Cheng, Wei Dai, Jiahao Sun +1LLM ReasoningEfficient Language Model Inference

    Department of Computer Science, University of Oxford, UK · Institute of Logic and Computation, TU Wien, Austria

  7. ReasonOps: Operator Segmentation for LLM Reasoning Traces

    May 28, 2026Daniel Lee, Owen Queen, James ZouLLM ReasoningReasoning Trace Analysis

    Stanford University

  8. Correct Prediction, Wrong Steps? Consensus Reasoning Knowledge Graph for Robust Chain-of-Thought Synthesis

    Apr 15, 2026Zipeng Ling, Shuliang Liu, Seonil Son +4Reasoning Trace AnalysisLogical Reasoning

    The Hong Kong University of Science and Technology (Guangzhou) · University of Alberta · Alberta Machine Intelligence Institute +3

  9. How does Chain of Thought decompose complex tasks?

    Apr 10, 2026Amrut Nadgir, Vijay Balasubramanian, Pratik ChaudhariCoT ReasoningStructured CoT Reasoning

    University of Pennsylvania.

  10. Cognitive Loop of Thought: Reversible Hierarchical Markov Chain for Efficient Mathematical Reasoning

    Apr 8, 2026Jia-Chen Zhang, Yu-Jie Xiong, Zheng ZhouStructured CoT ReasoningLLM Mathematical Reasoning

    School of Computer Science and Technology, East China Normal University 3663 North Zhongshan Road, Shanghai, China · School of Electronic and Electrical Engineering, Shanghai University of Engineering Science 333 Longteng Road, Shanghai, China

  11. Reinforcing Structured Chain-of-Thought for Video Understanding

    Mar 26, 2026Peiyao Wang, Haotian Xu, Noranart Vesdapunt +6Structured CoT ReasoningRL for VLMs

    Stony Brook University · Amazon

  12. Correct Chains, Wrong Answers: Dissociating Reasoning from Output in LLM Logic

    Mar 19, 2026Abinav Rao, Sujan Rachuri, Nikhil VemuriLLM ReasoningLLM Evaluation

  13. The Reasoning Bottleneck in Graph-RAG: Structured Prompting and Context Compression for Multi-Hop QA

    Mar 14, 2026Yasaman Zarrinkia, Venkatesh Srinivasan, Alex ThomoStructured CoT ReasoningGraph Retrieval-Augmented Generation

    University of Victoria · Santa Clara University

  14. CORE-Acu: Structured Reasoning Traces and Knowledge Graph Safety Verification for Acupuncture Clinical Decision Support

    Mar 9, 2026Liuyi Xu, Yun Guo, Ming Chen +5Structured CoT ReasoningClinical Decision Support

    College of Information Science and Engineering, Northeastern University, Shenyang 110819, China · School of Information Science and Engineering, Yanshan University, Qinhuangdao, Hebei 066000, China · School of Computer Science and Engineering, Northeastern University, Shenyang 110819, China +3

  15. Explore-Execute Chain: Towards an Efficient Structured Reasoning Paradigm

    Sep 28, 2025Kaisen Yang, Tinghe Zhang, Rushi Shah +4LLM ReasoningStructured Reasoning

    1Qizhi Institute · 2Dept. of Computer Science, Tsinghua University · College of AI, Tsinghua University +4