  Language models for speech recognition tend to concentrate solely on
recognizing the words that were spoken. In this paper, we redefine the speech
recognition problem so that its goal is to find both the best sequence of words
and their syntactic role (part-of-speech) in the utterance. This is a necessary
first step towards tightening the interaction between speech recognition and
natural language understanding.
