Models

Accuracy

F1 value

论文接收预测任务

SVM (TF-IDF)

0.6493

0.6457

XGBOOST (TF-IDF)

0.6415

0.6349

TextCNN (GloVe)

0.6351

0.6241

TextCNN (BERT)

0.6481

0.6172

LSTM (GloVe)

0.6338

0.6221

LSTM (BERT)

0.6487

0.6409

BiLSTM-Att (GloVe)

0.6537

0.6733

BiLSTM-Att (BERT)

0.6714

0.6747