Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models Paper • 2408.13533 • Published Aug 24, 2024 • 1
Thought-Augmented Policy Optimization: Bridging External Guidance and Internal Capabilities Paper • 2505.15692 • Published May 21 • 14
DReSS: Data-driven Regularized Structured Streamlining for Large Language Models Paper • 2501.17905 • Published Jan 29 • 2
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking Paper • 2502.02339 • Published Feb 4 • 22
Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS Paper • 2411.18478 • Published Nov 27, 2024 • 37