Deeper

Reported on 6 benchmarks across 1 task · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing6 results

Relation ExtractiononAdverse Drug Events (ADE) Corpus
NER Macro F1· 2020-02-15
89.48
best: 91.5 (PFN (ALBERT XXL, average aggregation))
SOTA
Deeper Task-Specificity Improves Joint Entity and Relation Extraction arXiv:2002.06424
Relation ExtractiononAdverse Drug Events (ADE) Corpus
RE+ Macro F1· 2020-02-15
83.74
best: 83.9 (PFN (ALBERT XXL, average aggregation))
SOTA
Deeper Task-Specificity Improves Joint Entity and Relation Extraction arXiv:2002.06424
Relation ExtractiononCoNLL04
NER Macro F1· 2020-02-15
87
SOTA
Deeper Task-Specificity Improves Joint Entity and Relation Extraction arXiv:2002.06424
Relation ExtractiononCoNLL04
NER Micro F1· 2020-02-15
89.78
best: 90.3 (ASP+T0-3B)
SOTA
Deeper Task-Specificity Improves Joint Entity and Relation Extraction arXiv:2002.06424
Relation ExtractiononCoNLL04
RE+ Macro F1 · 2020-02-15
72.63
best: 76.65 (REBEL)
Deeper Task-Specificity Improves Joint Entity and Relation Extraction arXiv:2002.06424
Relation ExtractiononCoNLL04
RE+ Micro F1· 2020-02-15
71.08
best: 78.1 (ReLiK-Large)
Deeper Task-Specificity Improves Joint Entity and Relation Extraction arXiv:2002.06424