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C3KG: A Chinese Commonsense Conversation Knowledge Graph

2022-04-06 02:59:34
Dawei Li, Yanran Li, Jiayi Zhang, Ke Li, Chen Wei, Jianwei Cui, Bin Wang
arXiv_CL
             
Abstract

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.

Abstract (translated)

URL

https://arxiv.org/abs/2204.02549

PDF

https://arxiv.org/pdf/2204.02549.pdf

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