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README.md

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 ## Model description
 
-BERTicelli is an English pre-trained BERT model obtained by further training the [English BERT base cased model](https://github.com/google-research/bert) with the training data from [Offensive Language Identification Dataset (OLID)](https://scholar.harvard.edu/malmasi/olid).
+BERTicelli is an English pre-trained BERT model obtained by fine-tuning the [English BERT base cased model](https://github.com/google-research/bert) with the training data from [Offensive Language Identification Dataset (OLID)](https://scholar.harvard.edu/malmasi/olid).
 
 This model was developed for the NLP Shared Task in the Digital Text Analysis program at the University of Antwerp (2021–2022).