The other way around (rejecting what should be allowed) is easier to check, and we find that of 13K word types in AMI, about 7.2% are rejected for non-appearance in Gigaword, after filtering for interjections like "mm-hmm".
we manually checked them and returned all but 2.9% of word types to the corpus.