Publication: Cheap talk and cherry-picking: What climatebert has to say on corporate climate risk disclosures
Cheap talk and cherry-picking: What climatebert has to say on corporate climate risk disclosures
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Bingler, J. A., Kraus, M., Leippold, M., & Webersinke, N. (2022). Cheap talk and cherry-picking: What climatebert has to say on corporate climate risk disclosures. Finance Research Letters, 47, 102776. https://doi.org/10.1016/j.frl.2022.102776
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Disclosure of climate-related financial risks greatly helps investors assess companies’ preparedness for climate change. Voluntary disclosures such as those based on the recommendations of the Task Force for Climate-related Financial Disclosures (TCFD) are being hailed as an effective measure for better climate risk management. We ask whether this expectation is justified. We do so by training ClimateBERT, a deep neural language model fine-tuned based on the language model BERT. In analyzing the disclosures of TCFD-supporting firms, C
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- Bingler, Julia Anna
- Kraus, Mathias
- Webersinke, Nicolas
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Bingler, J. A., Kraus, M., Leippold, M., & Webersinke, N. (2022). Cheap talk and cherry-picking: What climatebert has to say on corporate climate risk disclosures. Finance Research Letters, 47, 102776. https://doi.org/10.1016/j.frl.2022.102776
