gBuilder: A Scalable Knowledge Graph Construction System for Unstructured Corpus. (arXiv:2208.09705v2 [cs.CL] UPDATED) | allainews.com

Aug. 30, 2022, 1:13 a.m. | Yanzeng Li, Lei Zou

cs.CL updates on arXiv.org arxiv.org

We design a user-friendly and scalable knowledge graph construction (KGC)
system for extracting structured knowledge from the unstructured corpus.
Different from existing KGC systems, gBuilder provides a flexible and
user-defined pipeline to embrace the rapid development of IE models. More
built-in template-based or heuristic operators and programmable operators are
available for adapting to data from different domains. Furthermore, we also
design a cloud-based self-adaptive task scheduling for gBuilder to ensure its
scalability on large-scale knowledge graph construction. Experimental
evaluation demonstrates …

arxiv construction graph knowledge knowledge graph scalable

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