Dynamic Knowledge Graph-based Dialogue Generation with Improved Adversarial Meta-Learning

no code implementations • 19 Apr 2020 • Hongcai Xu, Junpeng Bao, Gaojie Zhang

This paper proposes a dynamic Knowledge graph-based dialogue generation method with improved adversarial Meta-Learning (KDAD).

Adversarial Attack Dialogue Generation +1

Knowledge-graph based Proactive Dialogue Generation with Improved Meta-Learning

no code implementations • 19 Apr 2020 • Hongcai Xu, Junpeng Bao, Junqing Wang

To overcome this drawback, we propose a knowledge graph based proactive dialogue generation model (KgDg) with three components, improved model-agnostic meta-learning algorithm (MAML), knowledge selection in knowledge triplets embedding, and knowledge aware proactive response generator.

Dialogue Generation Knowledge Graphs +4