{"total":18,"rows":[{"id":"2503.09567","title":"Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models","created":"2025-03-12","cited_by_count":384,"area":"lr"},{"id":"2509.20317","title":"SIM-CoT: Supervised Implicit Chain-of-Thought","created":"2025-09-24","cited_by_count":70,"area":"lr"},{"id":"2510.27606","title":"Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning","created":"2025-10-31","cited_by_count":41,"area":"lr"},{"id":"2509.22647","title":"CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning","created":"2025-09-26","cited_by_count":38,"area":"lr"},{"id":"2503.11314","title":"Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering","created":"2025-03-14","cited_by_count":36,"area":"lr"},{"id":"2505.15634","title":"Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models","created":"2025-05-21","cited_by_count":13,"area":"lr"},{"id":"2510.24693","title":"STAR-Bench: Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence","created":"2025-10-28","cited_by_count":11,"area":"lr"},{"id":"2503.19326","title":"Process or Result? Manipulated Ending Tokens Can Mislead Reasoning LLMs to Ignore the Correct Reasoning Steps","created":"2025-03-25","cited_by_count":9,"area":"lr"},{"id":"2507.05557","title":"Enhancing Test-Time Scaling of Large Language Models with Hierarchical Retrieval-Augmented MCTS","created":"2025-07-08","cited_by_count":5,"area":"lr"},{"id":"2506.07820","title":"Guideline Forest: Retrieval-Augmented Reasoning with Branching Experience-Induced Guidelines","created":"2025-06-09","cited_by_count":3,"area":"lr"},{"id":"2506.09080","title":"FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making","created":"2025-06-10","cited_by_count":3,"area":"lr"},{"id":"2511.12861","title":"From Perception to Reasoning: Deep Thinking Empowers Multimodal Large Language Models","created":"2025-11-17","cited_by_count":1,"area":"lr"},{"id":"2602.22583","title":"Strategy Executability in Mathematical Reasoning: Leveraging Human-Model Differences for Effective Guidance","created":"2026-02-26","cited_by_count":1,"area":"lr"},{"id":"2505.18065","title":"Reward Model Generalization for Compute-Aware Test-Time Reasoning","created":"2025-05-23","cited_by_count":0,"area":"lr"},{"id":"2509.06284","title":"From Implicit Exploration to Structured Reasoning: Leveraging Guideline and Refinement for LLMs","created":"2025-09-08","cited_by_count":0,"area":"lr"},{"id":"2606.11470","title":"The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes","created":"2026-06-09","cited_by_count":0,"area":"lr"},{"id":"2608.30395","title":"When LLM Meets Tree Search: A Systematic View of Inference as Search in Large Language Models","created":"2026-08-31","cited_by_count":0,"area":"lr"},{"id":"2610.13832","title":"SpatialASM: Internalizing Active Mentalization for Spatial Reasoning","created":"2026-10-09","cited_by_count":0,"area":"lr"}],"next_cursor":null}