The Fast and the Flexible: training neural networks to learn to follow instructions from small data

arXiv: Computation and Language, Volume abs/1809.06194, 2018.

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Abstract:

Learning to follow human instructions is a long-pursued goal in artificial intelligence. The task becomes particularly challenging if no prior knowledge of the employed language is assumed while relying only on a handful of examples to learn from. Work in the past has relied on hand-coded components or manually engineered features to prov...More

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