Fair Evaluation in Concept Normalization: a Large-scale Comparative Analysis for BERT-based Models

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Knowledge Triples

Source Entity	Relationship	Target Entity
Biomedical Entity Linking Task	appliesTo	Drug Labels Material
Biomedical Entity Linking Task	appliesTo	Research Abstracts Material
Biomedical Entity Linking Task	appliesTo	User Generated Texts Material
Biomedical Entity Linking Task	evaluates	State of the Art Models Method
Biomedical Entity Linking Task	uses	Biomedical Corpora Material
Neural Architectures Method	uses	BERT Method
State of the Art Models Method	isBasedOn	Neural Architectures Method