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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 it without the necessity of the significant computational resources required to train the model. 
+**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, hoping that financial practitioners and researchers can benefit from it without the necessity of the significant computational resources required to train the model. 
 
 The model was trained on a large corpus of financial texts:
  - *TRC2-financial*: 1.8M news articles that were published by Reuters between 2008 and 2010.