Siyuan Qiu

Data Augmentation for Multiclass Utterance Classification – A Systematic Study

Utterance classification is a key component in many conversational systems. However, classifying real-world user utterances is challenging, as people may express their ideas and thoughts in manifold ways, and the amount of training data for some categories may be fairly limited, resulting in imbalan…