To further consider the global semantic structure, such as inter-word and inter-slot relations, we augment the latent MF-based model with a knowledge graph propagation model based on a slot-based semantic graph and a word-based lexical graph.
(b): Our matrix factorization method completes a partiallymissing matrix for implicit semantic parsing.