{"total":18,"rows":[{"id":"2406.18629","title":"Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs","created":"2024-06-26","cited_by_count":273,"area":"lr"},{"id":"2412.11936","title":"A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges","created":"2024-12-16","cited_by_count":55,"area":"lr"},{"id":"2506.08446","title":"A Survey on Large Language Models for Mathematical Reasoning","created":"2025-06-10","cited_by_count":52,"area":"lr"},{"id":"2502.02871","title":"Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning","created":"2025-02-05","cited_by_count":33,"area":"lr"},{"id":"2410.18693","title":"Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch","created":"2024-10-24","cited_by_count":24,"area":"lr"},{"id":"2410.09335","title":"Rethinking Data Selection at Scale: Random Selection is Almost All You Need","created":"2024-10-12","cited_by_count":22,"area":"lr"},{"id":"2409.01524","title":"S^3cMath: Spontaneous Step-level Self-correction Makes Large Language Models Better Mathematical Reasoners","created":"2024-09-03","cited_by_count":17,"area":"lr"},{"id":"2409.12929","title":"LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning","created":"2024-09-19","cited_by_count":14,"area":"lr"},{"id":"2505.17697","title":"Activation Control for Efficiently Eliciting Long Chain-of-thought Ability of Language Models","created":"2025-05-23","cited_by_count":13,"area":"lr"},{"id":"2511.09907","title":"Learning to Pose Problems: Reasoning-Driven and Solver-Adaptive Data Synthesis","created":"2025-11-13","cited_by_count":8,"area":"lr"},{"id":"2504.09421","title":"ClinicalGPT-R1: Pushing reasoning capability of generalist disease diagnosis with large language model","created":"2025-04-13","cited_by_count":7,"area":"lr"},{"id":"2502.19058","title":"MathDebugger: Detecting and Diagnosing Errors in Synthetic Mathematical Data","created":"2025-02-26","cited_by_count":6,"area":"lr"},{"id":"2502.11684","title":"MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task","created":"2025-02-17","cited_by_count":5,"area":"lr"},{"id":"2509.21124","title":"Expanding Reasoning Potential in Foundation Model by Learning Diverse Chains of Thought Patterns","created":"2025-09-25","cited_by_count":2,"area":"lr"},{"id":"2510.14265","title":"MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning","created":"2025-10-16","cited_by_count":2,"area":"lr"},{"id":"2504.20426","title":"RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library","created":"2025-04-29","cited_by_count":1,"area":"lr"},{"id":"2509.24351","title":"From Static to Dynamic: Adaptive Monte Carlo Search for Mathematical Process Supervision","created":"2025-09-29","cited_by_count":1,"area":"lr"},{"id":"2602.01207","title":"Not All Preferences Deserve Gradients: Understanding Gradient Utility in Offline Reasoning Alignment","created":"2026-02-01","cited_by_count":0,"area":"lr"}],"next_cursor":null}