Supervised English system Without crosslingual training samples, we cannot compare weakly supervised and fully supervised training for BILEXNET in a controlled fashion.
the supervised monolingual ENLEXNET model (Section 6) evaluated on the En-En test set offers a reference point: remarkably the F1 scores of BILEXNET are only 1 to 3 points lower than those obtained by the supervised English model (∼44 on the En-En test set).