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. Author manuscript; available in PMC: 2021 Oct 1.
Published in final edited form as: J Biomed Inform. 2020 Aug 16;110:103541. doi: 10.1016/j.jbi.2020.103541

Table 3:

Evaluation results from the Untyped Directed Relation Extraction subtask.

model precision recall f1-score
ScispaCy Biomedical + fine-tuning + data augmentation 0.89 0.90 0.90
ScispaCy Biomedical + fine-tuning 0.88 0.9l 0.89
ScispaCy Biomedical 0.84 0.70 0.76
Default spaCy English (baseline) 0.84 0.65 0.73