不同深度学习模型的科技论文摘要语步识别效果对比研究
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张智雄,刘欢,丁良萍,吴朋民,于改红
Identifying Moves of Research Abstracts with Deep Learning Methods
Zhixiong Zhang,Huan Liu,Liangping Ding,Pengmin Wu,Gaihong Yu
表12
不同方法下方差分析结果
因子
自由度
离差平方和
均方
F
统计量
p
SVM,
DNN, LSTM,
Att-BiLSTM
3.0
0.050837
0.016946
9.895377
0.000129
SVM, DNN
1.0
0.015625
0.015625
17.676768
0.000883
SVM, LSTM
1.0
0.013225
0.013225
4.862771
0.044665
SVM,
Att-BiLSTM
1.0
0.004225
0.004225
10.803653
0.005401
DNN, LSTM
1.0
0.000100
0.000100
0.032961
0.858538
DNN,
Att-BiLSTM
1.0
0.036100
0.036100
51.179747
0.000005
LSTM,
Att-BiLSTM
1.0
0.032400
0.032400
12.750527
0.003071