With this result in hand, we propose a method for more directly capturing contextual information that may help disambiguate difficult-to-translate homographs.
we learn from neural models for word sense disambiguation (Kalchbrenner et al., 2014;Iyyer et al., 2015;Kågebäck and Salomonsson, 2016;Yuan et al., 2016;Šuster et al., 2016), examining three methods inspired by this literature ( §4).