{"total":52,"rows":[{"id":"2203.14465","title":"STaR: Bootstrapping Reasoning With Reasoning","created":"2022-03-28","cited_by_count":940,"area":"lr"},{"id":"2211.14275","title":"Solving math word problems with process- and outcome-based feedback","created":"2022-11-25","cited_by_count":901,"area":"lr"},{"id":"2310.04406","title":"Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models","created":"2023-10-06","cited_by_count":574,"area":"lr"},{"id":"2009.03393","title":"Generative Language Modeling for Automated Theorem Proving","created":"2020-09-07","cited_by_count":388,"area":"lr"},{"id":"2601.20802","title":"Reinforcement Learning via Self-Distillation","created":"2026-01-28","cited_by_count":332,"area":"lr"},{"id":"2502.17419","title":"From System 1 to System 2: A Survey of Reasoning Large Language Models","created":"2025-02-24","cited_by_count":320,"area":"lr"},{"id":"2403.09629","title":"Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking","created":"2024-03-14","cited_by_count":301,"area":"lr"},{"id":"2410.08146","title":"Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning","created":"2024-10-10","cited_by_count":279,"area":"lr"},{"id":"2405.00451","title":"Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning","created":"2024-05-01","cited_by_count":241,"area":"lr"},{"id":"2401.08967","title":"ReFT: Reasoning with Reinforced Fine-Tuning","created":"2024-01-17","cited_by_count":239,"area":"lr"},{"id":"2305.17390","title":"SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks","created":"2023-05-27","cited_by_count":168,"area":"lr"},{"id":"2506.01347","title":"The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning","created":"2025-06-02","cited_by_count":162,"area":"lr"},{"id":"2403.04642","title":"Teaching Large Language Models to Reason with Reinforcement Learning","created":"2024-03-07","cited_by_count":160,"area":"lr"},{"id":"2504.11343","title":"A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce","created":"2025-04-15","cited_by_count":145,"area":"lr"},{"id":"2504.07912","title":"Echo Chamber: RL Post-training Amplifies Behaviors Learned in Pretraining","created":"2025-04-10","cited_by_count":129,"area":"lr"},{"id":"2501.05707","title":"Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains","created":"2025-01-10","cited_by_count":95,"area":"lr"},{"id":"2506.02355","title":"Rewarding the Unlikely: Lifting GRPO Beyond Distribution Sharpening","created":"2025-06-03","cited_by_count":80,"area":"lr"},{"id":"2502.00212","title":"STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving","created":"2025-01-31","cited_by_count":79,"area":"lr"},{"id":"2502.19613","title":"Self-rewarding correction for mathematical reasoning","created":"2025-02-26","cited_by_count":70,"area":"lr"},{"id":"2407.10040","title":"Lean-STaR: Learning to Interleave Thinking and Proving","created":"2024-07-14","cited_by_count":68,"area":"lr"},{"id":"2409.02392","title":"Building Math Agents with Multi-Turn Iterative Preference Learning","created":"2024-09-04","cited_by_count":66,"area":"lr"},{"id":"2212.10561","title":"Parsel: Algorithmic Reasoning with Language Models by Composing Decompositions","created":"2022-12-20","cited_by_count":64,"area":"lr"},{"id":"2404.14662","title":"NExT: Teaching Large Language Models to Reason about Code Execution","created":"2024-04-23","cited_by_count":63,"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":"2505.23614","title":"Inference-time Scaling of Diffusion Models through Classical Search","created":"2025-05-29","cited_by_count":49,"area":"lr"},{"id":"2410.09918","title":"Dualformer: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces","created":"2024-10-13","cited_by_count":43,"area":"lr"},{"id":"2509.18851","title":"NGRPO: Negative-enhanced Group Relative Policy Optimization","created":"2025-09-23","cited_by_count":32,"area":"lr"},{"id":"2410.08105","title":"What Makes Large Language Models Reason in (Multi-Turn) Code Generation?","created":"2024-10-10","cited_by_count":29,"area":"lr"},{"id":"2509.06493","title":"Scaling up Multi-Turn Off-Policy RL and Multi-Agent Tree Search for LLM Step-Provers","created":"2025-09-08","cited_by_count":28,"area":"lr"},{"id":"2502.00691","title":"To Code or not to Code? Adaptive Tool Integration for Math Language Models via Expectation-Maximization","created":"2025-02-02","cited_by_count":25,"area":"lr"},{"id":"2402.04858","title":"CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay","created":"2024-02-07","cited_by_count":23,"area":"lr"},{"id":"2410.05563","title":"Rational Metareasoning for Large Language Models","created":"2024-10-07","cited_by_count":20,"area":"lr"},{"id":"2211.15864","title":"Peano: Learning Formal Mathematical Reasoning","created":"2022-11-29","cited_by_count":15,"area":"lr"},{"id":"2410.11689","title":"BlendRL: A Framework for Merging Symbolic and Neural Policy Learning","created":"2024-10-15","cited_by_count":14,"area":"lr"},{"id":"2203.10557","title":"A Neural-Symbolic Approach to Natural Language Understanding","created":"2022-03-20","cited_by_count":8,"area":"lr"},{"id":"2506.17124","title":"When Can Model-Free Reinforcement Learning be Enough for Thinking?","created":"2025-06-20","cited_by_count":6,"area":"lr"},{"id":"2201.07050","title":"Combining Fast and Slow Thinking for Human-like and Efficient Navigation in Constrained Environments","created":"2022-01-18","cited_by_count":5,"area":"lr"},{"id":"2211.08671","title":"LEMMA: Bootstrapping High-Level Mathematical Reasoning with Learned Symbolic Abstractions","created":"2022-11-16","cited_by_count":5,"area":"lr"},{"id":"2603.19514","title":"Learning to Disprove: Formal Counterexample Generation with Large Language Models","created":"2026-03-19","cited_by_count":5,"area":"lr"},{"id":"2305.02265","title":"A Neural Divide-and-Conquer Reasoning Framework for Image Retrieval from Linguistically Complex Text","created":"2023-05-03","cited_by_count":4,"area":"lr"},{"id":"2508.16821","title":"PuzzleJAX: A Benchmark for Reasoning and Learning","created":"2025-08-22","cited_by_count":4,"area":"lr"},{"id":"2512.10756","title":"OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification","created":"2025-12-11","cited_by_count":4,"area":"lr"},{"id":"2310.18364","title":"From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning","created":"2023-10-24","cited_by_count":2,"area":"lr"},{"id":"2411.04459","title":"GPT-Guided Monte Carlo Tree Search for Symbolic Regression in Financial Fraud Detection","created":"2024-11-07","cited_by_count":2,"area":"lr"},{"id":"2310.09383","title":"Integrating Symbolic Reasoning into Neural Generative Models for Design Generation","created":"2023-10-13","cited_by_count":1,"area":"lr"},{"id":"2602.12846","title":"Amortized Reasoning Tree Search: Decoupling Proposal and Decision in Large Language Models","created":"2026-02-13","cited_by_count":1,"area":"lr"},{"id":"2605.24140","title":"HyperGuide: Hyperbolic Guidance for Efficient Multi-Step Reasoning in Large Language Models","created":"2026-05-22","cited_by_count":1,"area":"lr"},{"id":"2607.12856","title":"Verifier-Based Reinforcement Fine-Tuning of Reasoning Models for Thermal Energy Storage Control","created":"2026-07-14","cited_by_count":1,"area":"lr"},{"id":"2609.37915","title":"Overcoming Scaling Limits in On-Policy Self-Distillation for LLM Reasoning","created":"2026-09-29","cited_by_count":1,"area":"lr"},{"id":"2512.20169","title":"Learning to Reason in LLMs by Expectation Maximization","created":"2025-12-23","cited_by_count":0,"area":"lr"},{"id":"2607.00531","title":"Active-GRPO: Adaptive Imitation and Self-Improving Reasoning for Molecular Optimization","created":"2026-07-01","cited_by_count":0,"area":"lr"},{"id":"2610.19687","title":"Function-Space Temporal Self-Distillation for Policy Optimization","created":"2026-10-14","cited_by_count":0,"area":"lr"}],"next_cursor":null}