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README.md
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license: apache-2.0
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---
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---
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language: en
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license: apache-2.0
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tags:
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- ESG
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- governance
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# Model Card for GovDistilRoBERTa-base
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## Model Description
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Based on [this paper](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4622514), this is the GovDistilRoBERTa-base language model. A language model that is trained to better understand governance texts in the ESG domain.
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Using the [DistilRoBERTa](https://huggingface.co/distilroberta-base) model as a starting point, the GovDistilRoBERTa-base Language Model is additionally pre-trained on a text corpus comprising governance-related annual reports, sustainability reports, and corporate and general news.
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## More details can be found in the paper
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```bibtex
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@article{Schimanski23ESGBERT,
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title={{Bridiging the Gap in ESG Measurement: Using NLP to Quantify Environmental, Social, and Governance Communication}},
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author={Tobias Schimanski and Andrin Reding and Nico Reding and Julia Bingler and Mathias Kraus and Markus Leippold},
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year={2023},
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journal={Available on SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4622514},
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}
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```
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