|
--- |
|
license: apache-2.0 |
|
datasets: |
|
- climatebert/tcfd_recommendations |
|
language: |
|
- en |
|
metrics: |
|
- accuracy |
|
--- |
|
|
|
# Model Card for distilroberta-base-climate-tcfd |
|
|
|
## Model Description |
|
|
|
This is the fine-tuned ClimateBERT language model with a classification head for classifying climate-related paragraphs into the four TCFD recommendation categories ([fsb-tcfd.org](https://www.fsb-tcfd.org)). |
|
|
|
Using the [climatebert/distilroberta-base-climate-f](https://huggingface.co./climatebert/distilroberta-base-climate-f) language model as starting point, the distilroberta-base-climate-tcfd model is fine-tuned on our [climatebert/tcfd_recommendations](https://huggingface.co./climatebert/tcfd_recommendations) dataset using only the four recommendation categories (i.e., we remove the non-climate-related class from the dataset). |
|
|
|
## Citation Information |
|
|
|
```bibtex |
|
@techreport{bingler2023cheaptalk, |
|
title={How Cheap Talk in Climate Disclosures Relates to Climate Initiatives, Corporate Emissions, and Reputation Risk}, |
|
author={Bingler, Julia and Kraus, Mathias and Leippold, Markus and Webersinke, Nicolas}, |
|
type={Working paper}, |
|
institution={Available at SSRN 3998435}, |
|
year={2023} |
|
} |
|
``` |
