Semantic Parsing with Semi-Supervised Sequential Autoencoders
EMNLP, pp. 1078-1087, 2016.
We present a novel semi-supervised approach for sequence transduction and apply it to semantic parsing. The unsupervised component is based on a generative model in which latent sentences generate the unpaired logical forms. We apply this method to a number of semantic parsing tasks focusing on domains with limited access to labelled trai...More
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