Improving Response Selection in Multi-turn Dialogue Systemsby Incorporating Domain Knowledge
Table 3: Ablation study with different settings.
['[BOLD] Model', '[BOLD] R10@1', '[BOLD] R10@3', '[BOLD] R10@5']
With the basic models, i.e. DE-GRU and DE-biGRU, as baselines, we observed around 4% and 9% improvement on R10@1 when incorporating the attention mechanism (A-DE-GRU and A-DE-biGRU, respectively).