Data Recombination for Neural Semantic Parsing

meeting of the association for computational linguistics, 2016.

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Abstract:

Modeling crisp logical regularities is crucial in semantic parsing, making it difficult for neural models with no task-specific prior knowledge to achieve good results. In this paper, we introduce data recombination, a novel framework for injecting such prior knowledge into a model. From the training data, we induce a high-precision synch...More

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