A BERT input format that appends the head and tail entity names after the document is claimed to beat all prior document-level relation extraction systems, but the reported gains rest on misaligned evaluation protocols.
Dual-channel and hierarchical graph convolu- tional networks for document-level relation extraction,
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Multi-Relation Extraction in Entity Pairs using Global Context
A BERT input format that appends the head and tail entity names after the document is claimed to beat all prior document-level relation extraction systems, but the reported gains rest on misaligned evaluation protocols.