15. The computer-readable hardware storage medium as in claim 12 , wherein creating the sets of words in the utterance includes: utilizing the identified syntactic relationships of words to identify how the words in the utterance are related; and initiating application of pattern rules to related words in the utterance, the pattern rules specifying which type of related words in the utterance to create the sets of words.
12. A computer-readable hardware storage medium having instructions stored thereon for processing data information, such that the instructions, when carried out by a processing device, cause the processing device to perform operations of: parsing an utterance to identify syntactic relationships amongst words in the utterance; creating sets of words from the utterance based on the syntactic relationships; mapping each set of the sets of words to a respective candidate intent value to produce a list of candidate intent values for the utterance; ranking the candidate intent values in the list based on usage of the sets of words in previously received utterances; and selecting, from the list, a candidate intent value as being representative of an intent of the utterance; detecting that the selected candidate intent value maps to multiple possible labels in a label listing, an entry in the label listing indicating that the selected candidate intent value maps to the multiple possible labels, the multiple possible labels including a majority label representing a first classification and a minority label representing a second classification; selecting the majority label; and assigning the selected majority label to the utterance to indicate that the utterance falls into the first classification, the selected majority label representative of a dominant subject matter likely intended by the utterance.