Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection

Alexander Podolskiy, Dmitry Lipin, Andrey Bout +2

Real-life applications, heavily relying on machine learning, such as dialog systems, demand out-of-domain detection methods. Intent classification models should be equipped with a…