A Joint Model for Entity Analysis: Coreference, Typing, and Linking

Abstract

We present a joint model of three core tasks in the entity analysis stack: coreference resolution (within-document clustering), named entity recognition (coarse semantic typing), and entity linking (matching to Wikipedia entities). Our model is formally a structured conditional random field. Unary factors encode local features from strong baselines for each… (More)

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@article{Durrett2014AJM, title={A Joint Model for Entity Analysis: Coreference, Typing, and Linking}, author={Greg Durrett and Dan Klein}, journal={TACL}, year={2014}, volume={2}, pages={477-490} }