Graph-based pruning of redundant reflections in LLM chain-of-thought reduces average reasoning tokens by 42% while preserving or improving accuracy.
…… Let’s subtract equation (2) from equation (1): 9/s − 9/(s + 2) = 1.6, which gives s(s + 2) = 11.25
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Graph-Based Chain-of-Thought Pruning for Reducing Redundant Reflections in Reasoning LLMs
Graph-based pruning of redundant reflections in LLM chain-of-thought reduces average reasoning tokens by 42% while preserving or improving accuracy.