Evaluating Predictive Uncertainty under Distributional Shift on Dialogue Dataset

Nyoungwoo Lee, ChaeHun Park, Ho-Jin Choi

In open-domain dialogues, predictive uncertainties are mainly evaluated in a domain shift setting to cope with out-of-distribution inputs. However, in real-world conversations, the…