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Table 17.

Result comparison of various transformer-based classifiers

ModelMCCF1-score
BERTbase 0.7452 0.7584 
BERTlarge 0.6853 0.7014 
SciBERT 0.7552 0.7678 
Albert 0.7037 0.7188 
RoBERTa 0.7170 0.7316 
XLNet 0.6755 0.6920 
ModelMCCF1-score
BERTbase 0.7452 0.7584 
BERTlarge 0.6853 0.7014 
SciBERT 0.7552 0.7678 
Albert 0.7037 0.7188 
RoBERTa 0.7170 0.7316 
XLNet 0.6755 0.6920 
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