We compare our system with the top systems reported in the CoNLL shared task 2012 as well as with the Stanford's publicly released rule-based system (Lee et al., 2013;Lee et al., 2011), which won the CoNLL 2011 Shared Task (Pradhan et al., 2011).
when processing mention i, we find whereĈ is the current clustering obtained from the previous inference steps.