To do this, we incorporate the typed dependency grammar theory (De Marneffe and Manning, 2008) in a stateof-the-art frame-semantic driven unsupervised slot induction framework .
we build two knowledge graphs: a slotbased semantic knowledge graph, and a word-based lexical knowledge graph.