BIL-STM+BIA achieves the best AUC and F1 scores, significantly outperforming all other comparison models on both datasets.
it beats BILSTM+MEM, which also able to learn the interaction between user history and conversation content, indicating the effectiveness of bi-attention over memory networks in this task.