BERT for Coreference Resolution: Baselines and Analysis

Cited by: 21|Bibtex|Views73
Other Links: arxiv.org

Abstract:

We apply BERT to coreference resolution, achieving strong improvements on the OntoNotes (+3.9 F1) and GAP (+11.5 F1) benchmarks. A qualitative analysis of model predictions indicates that, compared to ELMo and BERT-base, BERT-large is particularly better at distinguishing between related but distinct entities (e.g., President and CEO). ...More

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