Text2KGBench
Introduced by Mihindukulasooriya et al. in Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text
Text2KGBench is a benchmark to evaluate the capabilities of language models to generate KGs from natural language text guided by an ontology. Given an input ontology and a set of sentences, the task is to extract facts from the text while complying with the given ontology (concepts, relations, domain/range constraints) and being faithful to the input sentences.
Papers
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