Accuracy (%) gender homepage position SML (ensemble) 93.34 Logistic Regression 19.37 XGBoost 20.80 Rule 71.60 BERT 96.50 32.05 85.31 BiLSTM-CRF 85.10 BERT+prompt 96.89 81.10