IntelliGraphs: Datasets for Benchmarking Knowledge Graph Generation

Creators
Publication date 13-04-2023
Description IntelliGraphs is a collection of datasets for benchmarking Knowledge Graph Generation models. It consists of three synthetic datasets (syn-paths, syn-tipr, syn-types) and two real-world datasets (wd-movies, wd-articles). There is also a Python package available that loads these datasets and verifies new graphs using semantics that was pre-defined for each dataset. It can also be used as a testbed for developing new generative models.
Publisher Zenodo
Organisations
  • Faculty of Science (FNWI) - Informatics Institute (IVI)
Document type Dataset
DOI https://doi.org/10.5281/zenodo.8039857
Other links https://zenodo.org/records/8039857
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