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Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractDocument-level relation extraction aims to recognize relations among multiple entity pairs from a whole piece of article. Recent methods achieve considerable performance but still suffer from two challenges: a) the …...

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Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractWe target on the document-level relation extraction in an end-to-end setting, where the model needs to jointly perform mention extraction, coreference resolution (COREF) and relation extraction (RE) at once, and …...

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