The scoring function is parameterized as and the VO and SVO embeddings are computed as as proposed by Kartsaklis et al.
by contrast, many of the previous studies on embedding-based methods combine different corpora into a single dataset, or use multiple corpora just separately and compare them (Hashimoto and Tsuruoka, 2015;Muraoka et al., 2014;Pennington et al., 2014).