Instead of using monolingual bootstrapping, we use bilingual bootstrapping via parameter projection.
the parameters learned from the annotated data of L 1 (and L 2 respectively) are projected to L 2 (and L 1 respectively) and the projected model is used to tag the untagged instances of L 2 (and L 1 respectively).