A semantically-enhanced evaluation framework for coreference resolution stratifies scores by semantic class using CNER overlays and supports targeted data augmentation for measurable gains.
In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, pages 172– 181, Brussels, Belgium
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Interpretable Coreference Resolution Evaluation Using Explicit Semantics
A semantically-enhanced evaluation framework for coreference resolution stratifies scores by semantic class using CNER overlays and supports targeted data augmentation for measurable gains.