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 *

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9 样本量50 000时的Attention-BiLSTM模型实验结果

类别 P R F1值 Purpose 0.9600 0.9500 0.9500 Methods 0.9400 0.9500 0.9400 Results 0.9400 0.9100 0.9300 Conclusions 0.9200 0.9300 0.9300 平均值 0.9400 0.9350 0.9375