2023
DOI: 10.1002/asi.24809
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Addressing structural hurdles for metadata extraction from environmental impact statements

Egoitz Laparra,
Alex Binford‐Walsh,
Kirk Emerson
et al.

Abstract: Natural language processing techniques can be used to analyze the linguistic content of a document to extract missing pieces of metadata. However, accurate metadata extraction may not depend solely on the linguistics, but also on structural problems such as extremely large documents, unordered multi-file documents, and inconsistency in manually labeled metadata. In this work, we start from two standard machine learning solutions to extract pieces of metadata from Environmental Impact Statements, environmental … Show more

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