Knowledge Graph ↔ inference

Relations (1)

related 0.20 — supporting 2 facts

Knowledge graphs are utilized as benchmarks for evaluating model inference capabilities as seen in [1], while inference processes are simultaneously used to validate the structural consistency of knowledge graphs as described in [2].

Facts (2)

Sources

A survey on augmenting knowledge graphs (KGs) with large ... link.springer.com Springer 1 fact

referenceATOMIC is a large-scale knowledge graph of everyday commonsense knowledge used as a benchmark to evaluate models on inference and explanation generation.

Construction of Knowledge Graphs: State and Challenges - arXiv arxiv.org arXiv 1 fact

claimSemantic reasoning and inference allow for the validation of a knowledge graph's consistency based on a given ontology or individual structural constraints.