{"total":24,"rows":[{"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":"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":"2507.02259","title":"MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent","created":"2025-07-03","cited_by_count":246,"area":"lr"},{"id":"2506.15841","title":"MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents","created":"2025-06-18","cited_by_count":238,"area":"lr"},{"id":"2402.02244","title":"Beyond the Limits: A Survey of Techniques to Extend the Context Length in Large Language Models","created":"2024-02-03","cited_by_count":76,"area":"lr"},{"id":"2508.03346","title":"Making Slow Thinking Faster: Compressing LLM Chain-of-Thought via Step Entropy","created":"2025-08-05","cited_by_count":38,"area":"lr"},{"id":"2501.07861","title":"ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding","created":"2025-01-14","cited_by_count":32,"area":"lr"},{"id":"2312.08901","title":"Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning","created":"2023-12-14","cited_by_count":26,"area":"lr"},{"id":"2409.13035","title":"TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning","created":"2024-09-19","cited_by_count":22,"area":"lr"},{"id":"2602.03773","title":"Reasoning Cache: Continual Improvement Over Long Horizons via Short-Horizon RL","created":"2026-02-03","cited_by_count":12,"area":"lr"},{"id":"2509.01092","title":"REFRAG: Rethinking RAG based Decoding","created":"2025-09-01","cited_by_count":9,"area":"lr"},{"id":"2408.00274","title":"QUITO: Accelerating Long-Context Reasoning through Query-Guided Context Compression","created":"2024-08-01","cited_by_count":7,"area":"lr"},{"id":"2505.17315","title":"Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning","created":"2025-05-22","cited_by_count":7,"area":"lr"},{"id":"2607.02509","title":"ReContext: Recursive Evidence Replay as LLM Harness for Long-Context Reasoning","created":"2026-07-02","cited_by_count":4,"area":"lr"},{"id":"2510.10448","title":"RECON: Reasoning with Condensation for Efficient Retrieval-Augmented Generation","created":"2025-10-12","cited_by_count":3,"area":"lr"},{"id":"2602.15843","title":"The Perplexity Paradox: Why Code Compresses Better Than Math in LLM Prompts","created":"2026-01-21","cited_by_count":2,"area":"lr"},{"id":"2606.26875","title":"Information-Aware KV Cache Compression for Long Reasoning","created":"2026-06-25","cited_by_count":2,"area":"lr"},{"id":"2602.10021","title":"Decoupled Reasoning with Implicit Fact Tokens (DRIFT): A Dual-Model Framework for Efficient Long-Context Inference","created":"2026-02-10","cited_by_count":1,"area":"lr"},{"id":"2510.07516","title":"CompassLLM: A Multi-Agent Approach toward Geo-Spatial Reasoning for Popular Path Query","created":"2025-10-08","cited_by_count":0,"area":"lr"},{"id":"2601.07123","title":"ENTRA: Entropy-Based Redundancy Avoidance in Large Language Model Reasoning","created":"2026-01-12","cited_by_count":0,"area":"lr"},{"id":"2602.15858","title":"State Design Matters: How Representations Shape Dynamic Reasoning in Large Language Models","created":"2026-01-25","cited_by_count":0,"area":"lr"},{"id":"2605.09100","title":"GRC: Unifying Reasoning-Driven Generation, Retrieval and Compression","created":"2026-05-09","cited_by_count":0,"area":"lr"},{"id":"2606.16845","title":"Robust Dual-Signal Fusion: Hybrid Neuro-Symbolic Gating with Compressed Chain-of-Thought Refinement for Irony Detection in Social Media Texts","created":"2026-06-15","cited_by_count":0,"area":"lr"},{"id":"2609.16055","title":"State of Thought Enables Endogenous Reasoning","created":"2026-09-13","cited_by_count":0,"area":"lr"}],"next_cursor":null}