Before revision:  To solve this issue, we design a novel  Context-aware Memory Generation module to model the  knowledge bases, which can generate context-aware entity representations with perceiving relevant entities .
After revision:  To solve this issue, we design a novel Context-aware Memory Generation module to model the knowledge bases, which can generate context-aware entity representations with perceiving all the relevant entities and dialogue history .