Wael Rashwan

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

Detecting out-of-scope user utterances is essential for task-oriented dialogues and intent classification. Current methodologies face difficulties with the unpredictable distribution of outliers and often rely on assumptions about data distributions. We present the Dual Encoder for Threshold-Based R…