2022
Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering
NAACL 2022long
Intent Detection is a crucial component of Dialogue Systems wherein the objective is to classify a user utterance into one of multiple pre-defined intents. A pre-requisite for developing an effective intent identifier is a training dataset labeled with all possible user intents. However, even skille…