Our proposed HDE graph has the following advantages: • Instead of graphs with single type of nodes (Song et al., 2018;De Cao et al., 2018), the HDE graph contains different types of queryaware nodes representing different granularity levels of information.
instead of only entity nodes as in (Song et al., 2018;De Cao et al., 2018), we include nodes corresponding to candidates, documents and entities.