metadata
license: mit
widget:
- 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
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