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7 样本量50 000时的LSTM模型实验

类别 P R F1值 Purpose 0.9000 0.9400 0.9200 Methods 0.9100 0.9200 0.9200 Results 0.8800 0.8700 0.8700 Conclusions 0.9000 0.8500 0.8700 平均值 0.8975 0.8950 0.8950