{"total":16,"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":"2503.05592","title":"R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning","created":"2025-03-07","cited_by_count":336,"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":"2506.18959","title":"From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents","created":"2025-06-23","cited_by_count":51,"area":"lr"},{"id":"2507.09477","title":"Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs","created":"2025-07-13","cited_by_count":42,"area":"lr"},{"id":"2504.15909","title":"Synergizing RAG and Reasoning: A Systematic Review","created":"2025-04-22","cited_by_count":27,"area":"lr"},{"id":"2509.24193","title":"AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play","created":"2025-09-29","cited_by_count":10,"area":"lr"},{"id":"2602.09305","title":"Reward Modeling for Reinforcement Learning-Based LLM Reasoning: Design, Challenges, and Evaluation","created":"2026-02-10","cited_by_count":7,"area":"lr"},{"id":"2510.11483","title":"Uncertainty Quantification for Retrieval-Augmented Reasoning","created":"2025-10-13","cited_by_count":6,"area":"lr"},{"id":"2505.17391","title":"Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation","created":"2025-05-23","cited_by_count":5,"area":"lr"},{"id":"2601.21912","title":"ProRAG: Process-Supervised Reinforcement Learning for Retrieval-Augmented Generation","created":"2026-01-29","cited_by_count":4,"area":"lr"},{"id":"2512.15940","title":"R4: Retrieval-Augmented Reasoning for Vision-Language Models in 4D Spatio-Temporal Space","created":"2025-12-17","cited_by_count":2,"area":"lr"},{"id":"2601.09402","title":"SEEK: Steering LLM Reasoning for RAG via Internal Reasoning Sketches","created":"2026-01-14","cited_by_count":2,"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":"2601.21699","title":"Can David Beat Goliath? On Multi-Hop Reasoning with Resource-Constrained Agents","created":"2026-01-29","cited_by_count":1,"area":"lr"},{"id":"2604.19766","title":"OThink-SRR1: Search, Refine and Reasoning with Reinforced Learning for Large Language Models","created":"2026-03-27","cited_by_count":0,"area":"lr"}],"next_cursor":null}