NILC: Discovering New Intents with LLM-assisted Clustering

Hongtao Wang, Renchi Yang, Wenqing Lin

New intent discovery (NID) seeks to recognize both new and known intents from unlabeled user utterances, which finds prevalent use in practical dialogue systems. Existing works tow…