In §4 we established that our discriminativelytrained neural aligner outperforms unsupervised baselines, especially on NER spans; in §5 we verified that the alignments it produces can be productively applied a downstream IE task (NER) via dataset projection.
additionally, human annotators outperform Discalign when evaluated on the same sentences.