most citedReliable End-to-End Material Information Extraction from the Literature with Source-Tracked Multi-Stage Large Language Models

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cs.CL2025★ 1 cited

Reliable End-to-End Material Information Extraction from the Literature with Source-Tracked Multi-Stage Large Language Models

Xin Wang, Anshu Raj, Matthew Luebbe +3

Data-driven materials discovery requires large-scale experimental datasets, yet most of the information remains trapped in unstructured literature. Existing extraction efforts ofte…