Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
datasets:
|
| 4 |
+
- climatebert/climate_commitments_actions
|
| 5 |
+
language:
|
| 6 |
+
- en
|
| 7 |
+
metrics:
|
| 8 |
+
- accuracy
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# Model Card for distilroberta-base-climate-commitment
|
| 12 |
+
|
| 13 |
+
## Model Description
|
| 14 |
+
|
| 15 |
+
This is the fine-tuned ClimateBERT language model with a classification head for classifying climate-related paragraphs into paragraphs being about climate commitments and actions and paragraphs not being about climate commitments and actions.
|
| 16 |
+
|
| 17 |
+
Using the [climatebert/distilroberta-base-climate-f](https://huggingface.co/climatebert/distilroberta-base-climate-f) language model as starting point, the distilroberta-base-climate-commitment model is fine-tuned on our [climatebert/climate_commitments_actions](https://huggingface.co/climatebert/climate_commitments_actions) dataset.
|
| 18 |
+
|
| 19 |
+
*Note: This model is trained on paragraphs. It may not perform well on sentences.*
|
| 20 |
+
|
| 21 |
+
## Citation Information
|
| 22 |
+
|
| 23 |
+
```bibtex
|
| 24 |
+
@techreport{bingler2023cheaptalk,
|
| 25 |
+
title={How Cheap Talk in Climate Disclosures Relates to Climate Initiatives, Corporate Emissions, and Reputation Risk},
|
| 26 |
+
author={Bingler, Julia and Kraus, Mathias and Leippold, Markus and Webersinke, Nicolas},
|
| 27 |
+
type={Working paper},
|
| 28 |
+
institution={Available at SSRN 3998435},
|
| 29 |
+
year={2023}
|
| 30 |
+
}
|
| 31 |
+
```
|