Following the previous work (Stanovsky et al., 2017;<cite> Rudinger et al., 2018)</cite> , we evaluate the proposed EFP model using four benchmark datasets: FactBack (Saurí and Pustejovsky, 2009 ), UW (Lee et al., 2015) , Meantime (Minard et al., 2016) and UDS-IH2<cite> (Rudinger et al., 2018)</cite> .