An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning

11 Feb 2021 Markus Eberts Adrian Ulges

We present a joint model for entity-level relation extraction from documents. In contrast to other approaches - which focus on local intra-sentence mention pairs and thus require annotations on mention level - our model operates on entity level... (read more)

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Datasets


Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Relation Extraction DocRED JEREX-BERT-base F1 60.40 # 6
Ign F1 58.44 # 6

Methods used in the Paper


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