KB-both

Reported on 3 benchmarks across 3 tasks · 1 paper · 2 SOTA

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

Natural Language Processing3 results

Relation ExtractiononDWIE
F1-Hard· 2021-07-05
52.1
best: 65.8 (REXEL)
SOTA
Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution arXiv:2107.02286
Named Entity Recognition (NER)onDWIE
F1-Hard· 2021-07-05
75
best: 90.59 (REXEL)
SOTA
Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution arXiv:2107.02286
Coreference ResolutiononDWIE
Avg. F1· 2021-07-05
91.5
best: 95.12 (REXEL)
Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution arXiv:2107.02286