基于LSTM与衰减自注意力的答案选择模型

陈巧红,李妃玉,孙麒,贾宇波

Answer selection model based on LSTM and decay self-attention

Qiao-hong CHEN,Fei-yu LI,Qi SUN,Yu-bo JIA

表 3 InsuranceQA数据集上的模型消融实验结果

Tab.3 Results of model ablation experiments on InsuranceQA dataset

模块 P@1 MRR −attention 0.692 0.734 −decay 0.689 0.731 −self-attention 0.675 0.723 −BiLSTM 0.657 0.685 DALSTM 0.708 0.743