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Zhiyin Tan

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#small language model Review Open access Oct 2026

Diagnosing the limits of large language models for structured scientific evidence extraction

A schema-grounded, tiered evaluation framework for structured scientific evidence extraction that increases task difficulty from single-entity identification to relational tuples and corpus-level statistical tasks and provides a reusable query suite and diagnostic evaluation framework to support future fine-grained ben...

Zhiyin Tan, Jennifer D'Souza, S. Auer · 0 citations

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