Corpus embeddings of frames To compare the graph embeddings with frame embeddings learned from a corpus, we took the freely available embeddings from Sikos and Padó (2018), in which the authors generated frame embeddings using the Word2Vec tool.
the authors took lemmatized sentences from the FrameNet annotated data and replaced each predicate (e.g., say.v) with the frame it evokes: FrameNet sentence Officials say.v he left Frame evoked STATEMENT Embedding Input official STATEMENT he left This resulted in sentences of frames in context, so the example input above would not only produce an embedding for the frame STATEMENT, but also embeddings for the context words such as official.