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Shin'ya Yamaguchi

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Preprint Oct 2026

Mitigating Query Shortcuts in Chain-of-Thought with Context-Aware Decoding

This paper studies this application as Rationale Contrastive Decoding (RCD), which contrasts the next-token distributions conditioned on the query with and without its rationale, amplifying tokens whose likelihood increases due to the rationale.

Shin'ya Yamaguchi · 0 citations