Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement

Ting-En Lin, Hua Xu, Hanlei Zhang

Identifying new user intents is an essential task in the dialogue system. However, it is hard to get satisfying clustering results since the definition of intents is strongly guide…