There are many semantic frame resources, such as FrameNet (Baker et al., 1998), VerbNet (Schuler, 2006), Prop-Bank (Palmer et al., 2005) and Corpus Pattern Analysis (CPA) frames (Hanks, 2012).
most existing frame resources are manually created, which is time-consuming and expensive.