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Construction and Applications of Billion-Scale Pre-trained Multimodal Business Knowledge Graph. (arXiv:2209.15214v3 [cs.AI] UPDATED)
cs.CL updates on arXiv.org arxiv.org
Business Knowledge Graphs (KGs) are important to many enterprises today,
providing factual knowledge and structured data that steer many products and
make them more intelligent. Despite their promising benefits, building business
KG necessitates solving prohibitive issues of deficient structure and multiple
modalities. In this paper, we advance the understanding of the practical
challenges related to building KG in non-trivial real-world systems. We
introduce the process of building an open business knowledge graph (OpenBG)
derived from a well-known enterprise, Alibaba Group. …
applications arxiv business business knowledge construction graph knowledge knowledge graph multimodal scale