Large language models as source planner for personalized knowledge-grounded dialogues

• Main Authors: WANG, Hongru, HU, Minda, DENG, Yang, WANG, Rui, MI, Fei, WANG, Weichao, WANG, Yasheng, KWAN, Wai-Chung, KING, Irwin, WONG, Kam-Fai
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Databases and Information Systems; Programming Languages and Compilers
• Online Access: https://ink.library.smu.edu.sg/sis_research/9121; https://ink.library.smu.edu.sg/context/sis_research/article/10124/viewcontent/2023.findings_emnlp.641.pdf
• Institution: Singapore Management University

Open-domain dialogue system usually requires different sources of knowledge to generate more informative and evidential responses. However, existing knowledge-grounded dialogue systems either focus on a single knowledge source or overlook the dependency between multiple sources of knowledge, which m...