CoT probe-time gains arise primarily from lexical activation and short-range token co-occurrence rather than sentence-level logical derivation.
Rethinking chain-of- thought from the perspective of self-training.arXiv preprint arXiv:2412.10827, 2024
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What Makes Chain-of-Thought Work at Probe Time? Local Co-occurrence Rather Than Global Derivation
CoT probe-time gains arise primarily from lexical activation and short-range token co-occurrence rather than sentence-level logical derivation.