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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
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Systematic Reviews

ISSN: 2046-4053