Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction

meeting of the association for computational linguistics, 2017.

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Abstract:

Labeled sequence transduction is a task of transforming one sequence into another sequence that satisfies desiderata specified by a set of labels. In this paper we propose multi-space variational encoder-decoders, a new model for labeled sequence transduction with semi-supervised learning. The generative model can use neural networks to h...More

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