A plug-and-play adapter for consistency identification in task-oriented dialogue systems

Zeyuan Ding, Zhihao Yang, Hongfei Lin

Abstract: Highlights•An adapter module integrates the knowledge base into the pre-trained language model (PLM).•A fusion mechanism is designed to filter out irrelevant knowledge base information.•Extensive experimental results demonstrate the advantages of our approach.