Few-Shot Out of Domain Intent Detection with Covariance Corrected Mahalanobis Distance

Jayasimha Talur, Oleg Smirnov, Paul Missault

Conversational agents like chatbots and voice assistants are trained to understand and respond to user intents. On encountering an utterance with an intent different from the ones…