The method of auto-matic knowledge graph construction is introduced in Section 5, where we leverage distributed word embeddings associated with typed syntactic dependencies to model the relations (Mikolov et al., 2013b;Mikolov et al., 2013c;Levy and Goldberg, 2014;Chen et al., 2015).
our model learns the semantic slots for a domain-specific SDS in an unsupervised fashion, and carries out semantic parsing using latent MF techniques.