To alleviate this problem, various collective EL models have been proposed to globally optimize A traditional global EL model jointly optimizes the linking configuration after iterative calculations over all mentions, which is computationally expensive.
the DCA process only requires one pass of the document to accumulate knowledge from previously linked mentions to enhance fast future inference.