How to train the Stanford Parser with Genia Corpus?

As andrucz stated in his comment, the real cause of your problem seems to stem from a missing class.

Try checking whether you correctly imported your library ( and make sure that it contains the class EnglishUnknownWordModelTra‌​iner in edu.stanford.nlp.parser.lexparser.

(If you’re using Maven, verify that you correctly added the dependency – a quick google brougt this up : Stanford Parser Maven Repo )

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