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Distilling structural reasoning: efficient semantic parsing via chain-of-thought rationalization and contrastive demonstration selection

Crossref DOI link: https://doi.org/10.1038/s41598-026-55561-2

Published Online: 2026-05-29

Update policy: https://doi.org/10.1007/springer_crossmark_policy

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