RBF++ models reasoning limits as harmonic-mean boundaries and uses them to explain, predict, and improve chain-of-thought performance across 38 models and 13 tasks.
Unlocking the capabilities of thought: A reasoning boundary framework to quantify and optimize chain-of-thought,
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RBF++: Quantifying and Optimizing Reasoning Boundaries across Measurable and Unmeasurable Capabilities for Chain-of-Thought Reasoning
RBF++ models reasoning limits as harmonic-mean boundaries and uses them to explain, predict, and improve chain-of-thought performance across 38 models and 13 tasks.