Improved Out-of-Scope Intent Classification with Dual Encoding and Threshold-based Re-Classification

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

Detecting out-of-scope user utterances is essential for task-oriented dialogues and intent classification. Current methodologies face difficulties with the unpredictable distributi…