Proceedings of the AAAI Conference on Artificial Intelligence • Vol 38 • No 17
Improving Open-Domain Dialogue Response Generation with Multi-Source Multilingual Commonsense Knowledge
March 2024 • Sixing Wu, Jiong Yu, Jiahao Chen, Xiaofan Deng, Wei Zhou
Knowledge-grounded Dialogue Response Generation (KRG) can facilitate informative and fidelity dialogues using external knowledge. Prior monolingual works can only use the knowledge of the corresponding native language. Thus, due to the prohibitive costs of collecting and constructing external knowledge bases, the limited scale of accessible external knowledge always constrains the ability of KRG, especially in low-resource language scenarios. To this end, we propose a new task, Multi-Source Multilingual Knowledge-…