Ensemble-Based Coreference Resolution

@inproceedings{Rahman2011EnsembleBasedCR,
  title={Ensemble-Based Coreference Resolution},
  author={Altaf Rahman and Vincent Ng},
  booktitle={IJCAI},
  year={2011}
}
We investigate new methods for creating and applying ensembles for coreference resolution. While existing ensembles for coreference resolution are typically created using different learning algorithms, clustering algorithms or training sets, we harness recent advances in coreference modeling and propose to create our ensemble from a variety of supervised coreference models. However, the presence of pairwise and non-pairwise coreference models in our ensemble presents a challenge to its… CONTINUE READING