Issue: Manual enhancement of the keywords for the categories

I could manually associate each of the categories with new keywords.
Other teams have taken this approach - (Eric).

Its a pain in the butt to regenerate the tf-idf values and regenerate the ngrams, so this will be an extremely expensive task.
Another approach might be to create fictional queries that are the key words. This might be an easier task.