Towards robust personalized dialogue generation via order-insensitive representation regularization

• Main Authors: CHEN, Liang, WANG, Hongru, DENG, Yang, KWAN, Wai-Chung, WANG, Zezhong, WONG, Kam-Fai
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/9125; https://ink.library.smu.edu.sg/context/sis_research/article/10128/viewcontent/2023.findings_acl.462.pdf
• Institution: Singapore Management University

Generating persona consistent dialogue response is important for developing an intelligent conversational agent. Recent works typically fine-tune large-scale pre-trained models on this task by concatenating persona texts and dialogue history as a single input sequence to generate the target response...