Generalizing to unseen domains: A survey on domain generalization

J Wang, C Lan, C Liu, Y Ouyang, T Qin… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Machine learning systems generally assume that the training and testing distributions are
the same. To this end, a key requirement is to develop models that can generalize to unseen …

Intent Detection of Domain Adaptation Combined with Capsule Network.

Z Pengfei, LI Yanling, LIN Min - Journal of Computer …, 2021 - search.ebscohost.com
Intent detection is an important task in spoken language understanding, which is related to
the performance of the entire dialogue system. Aiming at the problem of less training corpus …