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Based on [this paper](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4622514), this is the GovRoBERTa-governance language model. A language model that is trained to better classify governance texts in the ESG domain.
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Using the [GovRoBERTa-base](https://huggingface.co/ESGBERT/GovRoBERTa-base) model as a starting point, the GovRoBERTa-governance Language Model is additionally fine-trained on a 2k governance dataset to detect governance text samples.
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## How to Get Started With the Model
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Based on [this paper](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4622514), this is the GovRoBERTa-governance language model. A language model that is trained to better classify governance texts in the ESG domain.
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*Note: We generally recommend choosing the [GovDistilRoBERTa-governance](https://huggingface.co/ESGBERT/GovDistilRoBERTa-governance) model since it is quicker, less resource-intensive and only marginally worse in performance.*
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Using the [GovRoBERTa-base](https://huggingface.co/ESGBERT/GovRoBERTa-base) model as a starting point, the GovRoBERTa-governance Language Model is additionally fine-trained on a 2k governance dataset to detect governance text samples.
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## How to Get Started With the Model
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