Create README.md

README.md

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+---
+license: apache-2.0
+datasets:
+- climatebert/climate_detection
+language:
+- en
+metrics:
+- accuracy
+---
+
+# Model Card for distilroberta-base-climate-detector
+
+## Model Description
+
+This is the fine-tuned ClimateBERT language model with a classification head for detecting climate-related paragraphs.
+
+Using the [climatebert/distilroberta-base-climate-f](https://huggingface.co/climatebert/distilroberta-base-climate-f) language model as starting point, the distilroberta-base-climate-detector model is fine-tuned on our [climatebert/climate_detection](https://huggingface.co/climatebert/climate_detection) dataset.
+
+*Note: This model was trained on paragraphs. It may not perform well on sentences.*
+
+## 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}
+}
+```