The process we just went through was based on fixing two kinds of errors: false positives, strings that we incorrectly matched like other or there, and false negafalse positives tives, strings that we incorrectly missed, like The. Addressing these two kinds of false negatives errors comes up again and again in implementing speech and language processing systems. Reducing the overall error rate for an application thus involves two antagonistic efforts: