Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case

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Knowledge Triples

Source Entity	Relationship	Target Entity
Contextualized Word Embeddings Material	extracts	Phenotype Information OtherEntity
SelfSupervisedPreTraining Method	achieves	F1 Score Metric
SelfSupervisedPreTraining Method	achieves	Recall Metric
SelfSupervisedPreTraining Method	appliesTo	Clinical Text Material
SelfSupervisedPreTraining Method	detects	Contextualized Word Embeddings Material
SelfSupervisedPreTraining Method	evaluatedIn	ICU Benchmarks Material
SelfSupervisedPreTraining Method	outperforms	BioBERT Material
SelfSupervisedPreTraining Method	outperforms	ClinicalBERT Material