Anaphora Resolution: Theory and Practice

Data Generation for ML• pronoun resolution viewed as binary classification;• training and testing instances are pairs of potentially anaphoric pronounsand potential antecedents;• instances are labeled P if both markables have the same value in theirmember attribute, N otherwise;• pairs containing non-NP-antecedents restricted to cases where the pronounwas realized by it or that and the antecedent were non-NP-markables fromthe last two sentences.