Update README.md

README.md

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 This is a [Japanese BERT](https://huggingface.co/tohoku-nlp/bert-base-japanese-v3) that has been adapted to Twitter.
 
-It began with the base Japnese BERT by Tohoku NLP and continued pretraining on a Twitter corpus.
+It began with the base Japanese BERT by Tohoku NLP and continued pretraining on a Twitter corpus.
 
 It is reccomended to use with Japanese SNS tasks.