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insight - Coreference Resolution
SPLICE: A Singleton-Enhanced Pipeline for Coreference Resolution
Addressing the challenge of coreference resolution by introducing a novel pipeline approach that incorporates singletons and improves generalization performance.
A Controlled Comparison of Coreference Resolution Models Reveals Surprising Insights
Controlling for the choice of language model and hyperparameter search space reduces most, but not all, of the increase in coreference resolution accuracy reported in recent years. Encoder-based models outperform decoder-based models of comparable size in terms of accuracy, inference speed, and memory usage.
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