DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature
Table 6: The Comparisons on Pre-trained Word Embeddings
['Model', 'Embedding', 'P (%)', 'R (%)', 'F1 (%)']
This interesting observation demonstrated that word2vec can achieve compelling performance in deeper neural networks. Moreover, while the performances of BioBert and BioELMO are very close and slightly better than BioFlair, it’s surprising that BioBert didn’t outperform BioELMO.