Joint Entity And Relation Extraction On 6
Metrics
Entity F1 (partial)
Relation F1
Results
Performance results of various models on this benchmark
Model Name | Entity F1 (partial) | Relation F1 | Paper Title | Repository |
|---|---|---|---|---|
| MRC-based NER + Span pair classification with solid marker + ensemble | 47.61 | 37.19 | JBNU-CCLab at SemEval-2022 Task 12: Machine Reading Comprehension and Span Pair Classification for Linking Mathematical Symbols to Their Descriptions | |
| SciBERT (mean pooling / no preprocessing) | 41.21 | 32.28 | AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First -- Using Relation Extraction to Identify Entities |
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