Extended Data Fig. 1: Comparison of the precision-recall curve between BERE and its alternatives with other sentence aggregation strategies on the distantly supervised DTI dataset. | Nature Machine Intelligence

Extended Data Fig. 1: Comparison of the precision-recall curve between BERE and its alternatives with other sentence aggregation strategies on the distantly supervised DTI dataset.

From: A novel machine learning framework for automated biomedical relation extraction from large-scale literature repositories

Extended Data Fig. 1

BERE+POOL and BERE+AVE adopt a max-pooling strategy and an average strategy to aggregate sentence representations, respectively. The legend on the top right contains area under precision-recall curve (AUPRC) and F1-score for each method.

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