text: 
  
  TITLE
  Using BERT for spelling correction
  
  COMMENTS
  1
  
  REACTIONS
  +1: 0
  -1: 0
  laugh: 0
  hooray: 0
  heart: 0
  rocket: 0
  eyes: 0
  
  BODY
  I am currently working on the task of spelling correction. I used BERT by masking the misspelled word to get predictions with their probability score. However, the results are not so good. Hence, I want to fine-tune the BERT. For this spelling correction task, I would like to know which is the suitable method to fine-tune the BERT. 
  
  I would be glad if anyone could help me in this regard. 