BERTEM+MTB

Reported on 4 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 Processing4 results

Relation ExtractiononSemEval-2010 Task-8
F1· 2019-06-07
89.5
best: 91.9 (SP)
SOTA
Matching the Blanks: Distributional Similarity for Relation Learning arXiv:1906.03158
Relation ExtractiononTACRED
F1· uses extra data· 2019-06-07
71.5
best: 86.6 (RAG4RE)
SOTA
Matching the Blanks: Distributional Similarity for Relation Learning arXiv:1906.03158
Relation ExtractiononTACRED
F1 (1% Few-Shot)· uses extra data· 2019-06-07
43.4
best: 63.7 (NLI_DeBERTa)
SOTA
Matching the Blanks: Distributional Similarity for Relation Learning arXiv:1906.03158
Relation ExtractiononTACRED
F1 (10% Few-Shot)· uses extra data· 2019-06-07
64.8
best: 70.7 (SuRE (PEGASUS-large))
SOTA
Matching the Blanks: Distributional Similarity for Relation Learning arXiv:1906.03158