{"total":20,"rows":[{"id":"2506.21734","title":"Hierarchical Reasoning Model","created":"2025-06-26","cited_by_count":177,"area":"lr"},{"id":"2402.06332","title":"InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning","created":"2024-02-09","cited_by_count":119,"area":"lr"},{"id":"2305.15054","title":"A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis","created":"2023-05-24","cited_by_count":89,"area":"lr"},{"id":"2309.06979","title":"Auto-Regressive Next-Token Predictors are Universal Learners","created":"2023-09-13","cited_by_count":67,"area":"lr"},{"id":"2502.06781","title":"Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning","created":"2025-02-10","cited_by_count":52,"area":"lr"},{"id":"2502.06533","title":"Ignore the KL Penalty! Boosting Exploration on Critical Tokens to Enhance RL Fine-Tuning","created":"2025-02-10","cited_by_count":34,"area":"lr"},{"id":"2407.17349","title":"Boosting Large Language Models with Socratic Method for Conversational Mathematics Teaching","created":"2024-07-24","cited_by_count":16,"area":"lr"},{"id":"2503.17726","title":"A Survey on Mathematical Reasoning and Optimization with Large Language Models","created":"2025-03-22","cited_by_count":12,"area":"lr"},{"id":"2507.15865","title":"From Reasoning to Super-Intelligence: A Search-Theoretic Perspective","created":"2025-07-13","cited_by_count":9,"area":"lr"},{"id":"2309.08589","title":"Chain-of-Thought Reasoning is a Policy Improvement Operator","created":"2023-09-15","cited_by_count":8,"area":"lr"},{"id":"2308.10585","title":"Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning","created":"2023-08-21","cited_by_count":7,"area":"lr"},{"id":"2311.16173","title":"Conditions for Length Generalization in Learning Reasoning Skills","created":"2023-11-22","cited_by_count":7,"area":"lr"},{"id":"2505.03418","title":"Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey","created":"2025-05-06","cited_by_count":6,"area":"lr"},{"id":"2411.16260","title":"Unraveling Arithmetic in Large Language Models: The Role of Algebraic Structures","created":"2024-11-25","cited_by_count":4,"area":"lr"},{"id":"2403.09479","title":"Laying the Foundation First? Investigating the Generalization from Atomic Skills to Complex Reasoning Tasks","created":"2024-03-14","cited_by_count":2,"area":"lr"},{"id":"2508.21762","title":"Reasoning-Intensive Regression","created":"2025-08-29","cited_by_count":2,"area":"lr"},{"id":"2310.16713","title":"SkyMath: Technical Report","created":"2023-10-25","cited_by_count":1,"area":"lr"},{"id":"2412.13536","title":"MetaRuleGPT: Recursive Numerical Reasoning of Language Models Trained with Simple Rules","created":"2024-12-18","cited_by_count":1,"area":"lr"},{"id":"2502.12855","title":"Integrating Arithmetic Learning Improves Mathematical Reasoning in Smaller Models","created":"2025-02-18","cited_by_count":1,"area":"lr"},{"id":"2606.03858","title":"PyraMathBench: Evaluating and Improving Mathematical Capability in Large Language Models","created":"2026-06-02","cited_by_count":0,"area":"lr"}],"next_cursor":null}