coreference and entity relatedness) that are unavailable to local methods, and have significantly outperformed the local approach on standard datasets (Guo and Barbosa, 2014;Pershina et al., 2015;Globerson et al., 2016).
global approaches are difficult to apply in domains where only short and noisy text is available, as often occurs in social media, questions and answers, and other short web documents.