Entity and Evidence Guided Relation Extraction for DocRED

27 Aug 2020 Kevin Huang Guangtao Wang Tengyu Ma Jing Huang

Document-level relation extraction is a challenging task which requires reasoning over multiple sentences in order to predict relations in a document. In this paper, we pro-pose a joint training frameworkE2GRE(Entity and Evidence Guided Relation Extraction)for this task... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Relation Extraction DocRED E2GRE F1 58.72 # 8
Relation Extraction DocRED E2GRE-RoBERTa-large F1 62.5 # 3

Methods used in the Paper