MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation Extraction

Findings (ACL) 2021 · Jingye Li, Kang Xu, Fei Li, Hao Fei, Yafeng Ren, Donghong Ji ·

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ljynlp/mrn official

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Document-level Relation Extraction

Relation Extraction

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Ranked #20 on Relation Extraction on DocRED

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Task	Dataset	Model	Metric Name	Metric Value	Global Rank	Benchmark
Relation Extraction	DocRED	MRN+BERT	F1	61.74	# 20	Compare
Relation Extraction	DocRED	MRN+BERT	Ign F1	59.52	# 21	Compare
Relation Extraction	DocRED	MRN	F1	58.46	# 43	Compare
Relation Extraction	DocRED	MRN	Ign F1	56.19	# 42	Compare

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