One-shot and few-shot learning of word embeddings

27 Oct 2017Andrew K. LampinenJames L. McClelland

Standard deep learning systems require thousands or millions of examples to learn a concept, and cannot integrate new concepts easily. By contrast, humans have an incredible ability to do one-shot or few-shot learning... (read more)

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