Training neural network for language detection

Dear all
We saw that some words, eg. Covid, are not recognized as English (or other languages).
Probably, this is due to the fact that such words were not included in the training set.
Would it be possible to re-train the neural network on an updated training set?
Many thanks.
Kind regards,
Fabio