Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events

@inproceedings{Choubey2017EventCR,
  title={Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events},
  author={Prafulla Kumar Choubey and Ruihong Huang},
  booktitle={EMNLP},
  year={2017}
}
We introduce a novel iterative approach for event coreference resolution that gradually builds event clusters by exploiting inter-dependencies among event mentions within the same chain as well as across event chains. Among event mentions in the same chain, we distinguish withinand cross-document event coreference links by using two distinct pairwise classifiers, trained separately to capture differences in feature distributions of withinand crossdocument event clusters. Our event coreference… CONTINUE READING
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