To make use of this information, we propose an approach that jointly models multiple morphosyntactic prediction tasks using a multi-task learning scheme.
one reason for this is that in the tagging scheme for such languages, a complete PoS tag is formed by combining tags from multiple tag sets defined for each morphosyntactic category.