Adapting Coreference Resolution Models through Active Learning

Neural coreference resolution models trained on one dataset may not transfer to new, low-resource domains. Active learning mitigates this problem by sampling a small subset of data for annotators to label. While active learning is well-defined for classification tasks, its application to coreference...

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Hauptverfasser:	Yuan, Michelle, Xia, Patrick, May, Chandler, Van Durme, Benjamin, Boyd-Graber, Jordan
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computation and Language
Online-Zugang:	Volltext bestellen
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