ROI-Reasoning: Rational Optimization for Inference via Pre-Computation Meta-Cognition Paper • 2601.03822 • Published Jan 7 • 24
Compressing Chain-of-Thought in LLMs via Step Entropy Paper • 2508.03346 • Published Aug 5, 2025 • 8 • 2