2021
PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning
ACL 2021long
Recent research considers few-shot intent detection as a meta-learning problem: the model is learning to learn from a consecutive set of small tasks named episodes. In this work, we propose ProtAugment, a meta-learning algorithm for short texts classification (the intent detection task). ProtAugment…