XELMS(joint) performs substantially better than XELMS(mono) on all datasets (Table 3 and 4), proving that using additional supervision from a high resource language like English leads to better linking performance.
xELMS(joint) outperforms the SoTA on all languages in TH-TEST, on Spanish in TAC15-Test, and on 4 of the 7 languages in MCN-TEST.