SOTAVerified

Medical Relation Extraction

Biomedical relation extraction is the task of detecting and classifying semantic relationships from biomedical text.

Papers

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Showing 11–15 of 15 papers

TitleStatusHype
Leveraging Dependency Forest for Neural Medical Relation ExtractionCode0
Crowdsourcing Ground Truth for Medical Relation ExtractionCode0
Drug-Drug Interaction Extraction from Biomedical Text Using Long Short Term Memory NetworkCode0
A hybrid deep learning approach for medical relation extractionCode0
Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency ForestCode0
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All datasetsDDI extraction 2013 corpusCMeIE

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BioLinkBERT (large)F183.35—Unverified
2NCBI_BERT(large) (P)F179.9—Unverified
#ModelMetricClaimedVerifiedStatus
1RoBERTa-wwm-ext-largeMicro F155.9—Unverified