HyperAI

Joint Entity And Relation Extraction On

Metrics

Cross Sentence
Entity F1

Results

Performance results of various models on this benchmark

Comparison Table
Model NameCross SentenceEntity F1
span-based-joint-entity-and-relationNo70.33
a-trigger-sense-memory-flow-framework-for-70.17
multi-task-identification-of-entitiesNo64.20
pack-together-entity-and-relation-extractionYes69.9
joint-entity-and-relation-extraction-fromNo70.53
a-general-framework-for-informationYes65.2
a-multi-gate-encoder-for-joint-entity-andNo68.4
a-partition-filter-network-for-joint-entityNo66.8
a-frustratingly-easy-approach-for-jointYes68.9
span-based-joint-entity-and-relationNo70.3
entity-relation-and-event-extraction-withYes67.50