About the Model

An Environmental Named Entity Recognition model, trained on dataset from USEPA to recognize environmental due diligence (7 entities) from a given text corpus (remediation reports, record of decision, 5 year record etc). This model was built on top of distilbert-base-uncased

Dataset: https://data.mendeley.com/datasets/tx6vmd4g9p/4
Dataset Reasearch Paper: https://doi.org/10.1016/j.dib.2022.108579

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