SciIE

Reported on 4 benchmarks across 2 tasks · 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 Processing2 results

Relation ExtractiononSciERC
Entity F1· 2018-08-29
64.2
best: 70.53 (SpERT.PL (SciBERT))
SOTA
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction arXiv:1808.09602
Relation ExtractiononSciERC
Relation F1· 2018-08-29
39.3
best: 53.2 (PL-Marker)
SOTA
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction arXiv:1808.09602

Medical2 results

Information ExtractiononSciERC
Entity F1· 2018-08-29
64.2
best: 70.53 (SpERT.PL (SciBERT))
SOTA
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction arXiv:1808.09602
Information ExtractiononSciERC
Relation F1· 2018-08-29
39.3
best: 53.2 (PL-Marker)
SOTA
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction arXiv:1808.09602