Think Less, Locally: Local Preference Learning for Reasoning Compression Paper • 2611.04814 • Published 4 days ago • 61
No Global Plan in Chain-of-Thought: Uncover the Latent Planning Horizon of LLMs Paper • 2602.02103 • Published Feb 2 • 68
ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning Paper • 2508.10419 • Published Aug 14, 2025 • 75