Artificial Intelligence #llm#reasoning
Independent Combinatorial Tokens Framework Boosts LLM Reasoning Performance by Up to 14.9%
Researchers propose the Independent Combinatorial Tokens (ICT) framework to resolve entropy collapse and explosion in LLM reasoning. By focusing on token-level distributional deviations using Jensen-Shannon divergence, ICT achieves average pass@4 improvement of 4.58% and up to 14.9% over baselines.
Jun 20, 2026 1 source
