Revisiting Memory-Efficient Incremental Coreference Resolution

30 Apr 2020Patrick XiaJoão SedocBenjamin Van Durme

We explore the task of coreference resolution under fixed memory by extending an incremental clustering algorithm to utilize contextualized encoders and neural components. Our algorithm creates explicit representations for each entity, where given a new sentence, spans are proposed and subsequently scored against each entity representation, leading to emergent clusters... (read more)

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