DROID: Dual Representation for Out-of-Scope Intent Detection

Wael Rashwan, Hossam M. Zawbaa, Sourav Dutta +1

Detecting out-of-scope (OOS) user utterances remains a key challenge in task-oriented dialogue systems and, more broadly, in open-set intent recognition. Existing approaches often…