The task of identifying CD in text and referent CAs bears some similarity to coreference resolution.
coreference resolvers tried by the authors (namely CoreNLP (Recasens et al., 2013), ArkRef (O'Connor and Heilman, 2013) and the work of Roth and Bengston (2008)) were ineffective at this task.