"Open-world classification"

A post-processing method for detecting unknown intent of dialogue system via pre-trained deep neural network classifier

With the maturity and popularity of dialogue systems, detecting user’s unknown intent in dialogue systems has become an important task. It is also one of the most challenging tasks since we can hardly get examples, prior knowledge or the exact …