zero-shot

Zero-Shot Learning Across Heterogeneous Overlapping Domains

We present a zero-shot learning approach for text classification, predicting which natural language understanding domain can handle a given utterance. Our approach can predict domains at runtime that did not exist at training time. We achieve this …