Before revision:  However, CHMM enhances the  hidden Markov model 's flexibility and context representation capability by predicting token-wise transition and emission probabilities from the BERT embeddings of the input tokens .
After revision:  However, CHMM enhances the classic hidden Markov model 's flexibility and context representation capability by predicting token-wise transition and emission probabilities from the BERT embeddings of the input tokens .