Other approaches have trained supervised models on POS-annotated, code-switched data (Jamatia et al., 2015;Ghosh et al., 2016;Gupta et al., 2017;Barman et al., 2016;Sequiera et al., 2015, inter alia), resources which are expensive to create and unavailable for most language pairs.
we use our jointrepresentation model to represent the token as both languages simultaneously.