KnowBERT

Reported on 4 benchmarks across 3 tasks · 2 papers

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· 2022-08-20
89.1
best: 91.9 (SP)
SPOT: Knowledge-Enhanced Language Representations for Information Extraction arXiv:2208.09625
Relation ExtractiononTACRED
F1· 2019-09-09
71.5
best: 86.6 (RAG4RE)
Knowledge Enhanced Contextual Word Representations arXiv:1909.04164
Relation ClassificationonTACRED
F1· 2019-09-09
71.5
best: 76.8 (DeepStruct multi-task w/ finetune)
Knowledge Enhanced Contextual Word Representations arXiv:1909.04164
Question AnsweringonCronQuestions
Hits@1
22.6
best: 97.8 (GenTKGQA)