We also explore our system's performance on subsets of the ACE dataset, and on the OntoNotes dataset.
since alignment itself is a challenging task and is often noisy, existing systems either align conservatively, resulting in very few links, or combine the attributes of multiple candidates, leading to a conflation of entities.