Other works aimed at learning a collection of structured events (Chambers, 2013;Cheung et al., 2013;Balasubramanian et al., 2013;Bamman and Smith, 2014;Nguyen et al., 2015;Inoue et al., 2016).
ferraro and Van Durme (2016) presented a unified probabilistic model of syntactic and semantic frames while also demonstrating improved coherence.