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README.md

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 **FinancialBERT** is a BERT model pre-trained on a large corpora of financial texts. The purpose is to enhance financial NLP research and practice in financial domain, we hope financial practitioners and researchers can benefit from our model without the necessity of the significant computational resources required to train the model. 
 
-We fine-tuned our model on Sentiment Analysis task using **FinancialPhraseBank** dataset, experiments show that FinancialBERT outperforms the general BERT and other financial domain-specific models.
+We fine-tuned our model on Sentiment Analysis task using _FinancialPhraseBank_ dataset, experiments show that FinancialBERT outperforms the general BERT and other financial domain-specific models.
  
  # How to use 
 Our model can be used thanks to Transformers pipeline for sentiment analysis.