Compared with logical forms, semantic graphs have a tight-coupling with knowledge bases (Yih et al., 2015), and share many commonalities with syntactic structures (Reddy et al., 2014).
both the structure and semantic constraints from knowledge bases can be easily exploited during parsing (Yih et al., 2015).