SkipCor: Skip-Mention Coreference Resolution Using Linear-Chain Conditional Random Fields

@inproceedings{Zitnik2014SkipCorSC,
  title={SkipCor: Skip-Mention Coreference Resolution Using Linear-Chain Conditional Random Fields},
  author={Slavko Zitnik and Lovro Subelj and Marko Bajec},
  booktitle={PloS one},
  year={2014}
}
Coreference resolution tries to identify all expressions (called mentions) in observed text that refer to the same entity. Beside entity extraction and relation extraction, it represents one of the three complementary tasks in Information Extraction. In this paper we describe a novel coreference resolution system SkipCor that reformulates the problem as a sequence labeling task. None of the existing supervised, unsupervised, pairwise or sequence-based models are similar to our approach, which… CONTINUE READING