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| license: mit |
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| widget: |
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| - text: "Monitored Natural Attenuation and, if necessary as a contingency, In Situ Chemical Oxidation to address the injection of a strong chemical oxidant to chemically treat the before the contingency can be implemented at the spill site." |
| example_title: "example 1" |
| - text: "Site was identified as a potential source of groundwater contamination after the City performed Assessments were investigated further for potential contamination." |
| example_title: "example 2" |
| - text: "Chromium releases from the UST is probably a major contributor to groundwater contamination in this area." |
| example_title: "example 3" |
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| ## 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 |
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| - Dataset: https://data.mendeley.com/datasets/tx6vmd4g9p/4 |
| - Dataset Reasearch Paper: https://doi.org/10.1016/j.dib.2022.108579 |
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