Data-driven Multilingual Coreference Resolution using Resolver Stacking

Abstract

This paper describes our contribution to the CoNLL 2012 Shared Task. 1 We present a novel decoding algorithm for coreference resolution which is combined with a standard pair-wise coreference resolver in a stacking approach. The stacked decoders are evaluated on the three languages of the Shared Task. We obtain an official overall score of 58.25 which is the second highest in the Shared Task.