metadata
language: en
license: apache-2.0
tags:
- ESG
- environmental
Model Card for EnvRoBERTa-environmental
Model Description
This is the EnvRoBERTa-environmental language model. A language model that is trained to better classify environmental texts in the ESG domain.
Using the EnvRoBERTa-base model as a starting point, the EnvRoBERTa-environmental Language Model is additionally fine-trained on a 2k environmental dataset to detect environmental text samples.
Get started:
More details can be found in the paper:
@article{Schimanski23ESGBERT,
title={{Bridiging the Gap in ESG Measurement: Using NLP to Quantify Environmental, Social, and Governance Communication}},
author={Tobias Schimanski and Andrin Reding and Nico Reding and Julia Bingler and Mathias Kraus and Markus Leippold},
year={2023}
}