Table 4. Results of ablation experiments... | Emerald Publishing

Table 4.

Results of ablation experiments on RMSE test set

Model	Rouge-L
BiDAF	0.7931
BiDAF+EBU	0.8354
BiDAF+SMM	0.8125
Match-LSTM	0.8427
Match-LSTM+EBU	0.8736
Match-LSTM+SMM	0.8538
QANet	0.3488
QANet+EBU	0.3877
QANet+SMM	0.3676
RNet	0.7805
RNet+EBU	0.8016
RNet+SMM	0.7924
Bert	0.2865
Bert+EBU	0.3242
Bert+SMM	0.2987
DFD	0.8852

Model	Rouge-L
BiDAF	0.7931
BiDAF+EBU	0.8354
BiDAF+SMM	0.8125
Match-LSTM	0.8427
Match-LSTM+EBU	0.8736
Match-LSTM+SMM	0.8538
QANet	0.3488
QANet+EBU	0.3877
QANet+SMM	0.3676
RNet	0.7805
RNet+EBU	0.8016
RNet+SMM	0.7924
Bert	0.2865
Bert+EBU	0.3242
Bert+SMM	0.2987
DFD	0.8852