Create README.md

README.md

@@ -0,0 +1,29 @@
+---
+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}
+}
+```