We mainly evaluate our framework on ACE-2004and ACE-2005(Doddington et al., 2004 with the same splits used by previous works (Luo et al., 2015;) for the nested NER task.
seven different types of entities such as person, facility, weapon and vehicle, are contained in the ACE datasets.