File size: 889 Bytes
982c0a9 2d82919 066b6ca 2d82919 066b6ca 2d82919 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 | ---
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](https://huggingface.co/ESGBERT/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:
```bibtex
@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}
}
``` |