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I've downloaded 'ngrams-en-20150817'. Please drop link that can teach me how to apply ngrams file.

Thanks.

I dropped the wrong link in the original post. The instructions for use are at https://dev.languagetool.org/finding-errors-using-n-gram-dat...

Thank you! Got it.