Data Recombination for Neural Semantic Parsing
meeting of the association for computational linguistics, 2016.
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
PPT (Upload PPT)