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Table 3 Performance of srBERTmy with respect to the learning steps for the second task (relation extraction) using datasetB

From: srBERT: automatic article classification model for systematic review using BERT

  srBERTmy50K srBERTmy100K srBERTmy150K srBERTmy200K srBERTmy250K srBERTmy300K srBERTmy350K srBERTmix Original BERT
Accuracy 0.922 0.935 0.896 0.909 0.922 0.909 0.909 0.922 0.922
Loss 0.337 0.270 0.542 0.540 0.328 0.658 0.658 0.309 0.232
  1. SR systematic review, BERT bidirectional encoder representations from transformers, srBERTmy#K srBERTmy model trained for # K steps