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README.md

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 ## Model Description
 
-Based on [this paper](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4622514), this is the SocDistilRoBERTa-social language model. A language model that is trained to better classify social texts in the ESG domain.
+Based on [this paper](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4622514), this is the SocialBERT-social language model. A language model that is trained to better classify social texts in the ESG domain.
 
-Using the [SocialBERT-base](https://huggingface.co/ESGBERT/SocialBERT-base) model as a starting point, the SocDistilRoBERTa-social Language Model is additionally fine-trained on a 2k social dataset to detect social text samples.
+Using the [SocialBERT-base](https://huggingface.co/ESGBERT/SocialBERT-base) model as a starting point, the SocialBERT-social Language Model is additionally fine-trained on a 2k social dataset to detect social text samples.
 
 ## How to Get Started With the Model
 You can use the model with a pipeline for text classification: