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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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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

Scientific evidence is predominantly communicated through unstructured articles, while many downstream workflows require structured representations of study populations, variables, methods, and quantitative findings. Large language models (LLMs) offer a promising route toward automating this transformation, yet their r...

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

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