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--- |
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license: apache-2.0 |
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datasets: |
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- climatebert/climate_sentiment |
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language: |
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- en |
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metrics: |
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- accuracy |
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--- |
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# Model Card for distilroberta-base-climate-sentiment |
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## Model Description |
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This is the fine-tuned ClimateBERT language model with a classification head for classifying climate-related paragraphs into the climate-related sentiment classes opportunity, neutral, or risk. |
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Using the [climatebert/distilroberta-base-climate-f](https://huggingface.co/climatebert/distilroberta-base-climate-f) language model as starting point, the distilroberta-base-climate-sentiment model is fine-tuned on our [climatebert/climate_sentiment](https://huggingface.co/climatebert/climate_sentiment) dataset. |
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*Note: This model is trained on paragraphs. It may not perform well on sentences.* |
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## Citation Information |
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```bibtex |
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@techreport{bingler2023cheaptalk, |
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title={How Cheap Talk in Climate Disclosures Relates to Climate Initiatives, Corporate Emissions, and Reputation Risk}, |
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author={Bingler, Julia and Kraus, Mathias and Leippold, Markus and Webersinke, Nicolas}, |
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type={Working paper}, |
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institution={Available at SSRN 3998435}, |
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year={2023} |
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} |
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``` |
