1. A method of understanding a spoken utterance in a spoken dialog system, the method comprising: partitioning a recognizer output associated with a spoken utterance into self-contained clauses; identifying a dialog act for each of the self-contained clauses; and qualifying each dialog act to generate a semantic representation of the spoken utterance for use in dialog management.