To name a few, they do not explicitly link the functional components of the opinions like targets, holders, or modifiers with the opinion expression; some of them do not mark opinion expression spans, none of them resolves anaphoric references in discourse.
we introduced a two level annotation scheme consisting of the sentence and expression levels, which overcomes the limitations of the existing review corpora.