C3KG: A Chinese Commonsense Conversation Knowledge Graph
Dawei Li, Yanran Li, Jiayi Zhang, Ke Li, Wei Chen, Jianwei Cui, Bin Wang · Findings of the Association for Computational Linguistics: ACL 2022 · 2022
Existing commonsense knowledge bases often organize tuples in an isolated manner, which is deficient for commonsense conversational models to plan the next steps.To fill the gap, we curate a large-scale multi-turn human-written conversation corpus, and create the first Chinese commonsense conversation knowledge graph which incorporates both social commonsense knowledge and dialog flow information.To show the potential of our graph, we develop a graph-conversation matching approach, and benchmark two graph-grounded conversational tasks.Our code and data could be found in https://github.com/XiaoMi/C3KG.