Non-factoid questions, unlike factoid questions answered by short facts like a word or a phrase, may get answered by a long answer spanning across multiple sentences.
due to a typical length difference between a question and a long answer in our problem setting, most answer words are left unmatched, except a few uni-gram in the answer.