A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification

WS 2019 Varun KumarHadrien GlaudeCyprien de LichyWilliam Campbell

New conversation topics and functionalities are constantly being added to conversational AI agents like Amazon Alexa and Apple Siri. As data collection and annotation is not scalable and is often costly, only a handful of examples for the new functionalities are available, which results in poor generalization performance... (read more)

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