Few-Shot Out of Domain Intent Detection with Covariance Corrected Mahalanobis Distance
The reason for low performance is analyzed and a covariance corrected Mahalanobis distance is proposed for detecting out-of-domain intents, outperforming competing approaches.
Jayasimha Talur, Oleg Smirnov, Paul Missault
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