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  license: apache-2.0
 
 
 
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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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  ---
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+
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+ # Model Card for GovDistilRoBERTa-base
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+
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+ ## Model Description
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+
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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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+
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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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+ ```