Due to its importance, some previous work focuses on automatic identification of idioms (Katz and Giesbrecht, 2006;Li and Sporleder, 2009;Fazly et al., 2009;Peng et al., 2014;Salton et al., 2016).
challenge remains to take idioms into account to improve neural based semantic representations of phrases or sentences.