Scoring Coreference Partitions of Predicted Mentions: A Reference Implementation

@article{Pradhan2014ScoringCP,
  title={Scoring Coreference Partitions of Predicted Mentions: A Reference Implementation},
  author={Sameer Pradhan and Xiaoqiang Luo and Marta Recasens and Eduard H. Hovy and Vincent Ng and Michael Strube},
  journal={Proceedings of the conference. Association for Computational Linguistics. Meeting},
  year={2014},
  volume={2014},
  pages={30-35}
}
The definitions of two coreference scoring metrics- B3 and CEAF-are underspecified with respect to predicted, as opposed to key (or gold) mentions. Several variations have been proposed that manipulate either, or both, the key and predicted mentions in order to get a one-to-one mapping. On the other hand, the metric BLANC was, until recently, limited to scoring partitions of key mentions. In this paper, we (i) argue that mention manipulation for scoring predicted mentions is unnecessary, and… CONTINUE READING
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