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}
}
```