For example, Roth and Yih (2007) conducted joint inference over entity mentions and relations; Our previous work jointly extracted event triggers and arguments (Li et al., 2013), and entity mentions and relations (Li and Ji, 2014).
joint relation-event features also provided 0.6% F 1 gain for relation extraction.