SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions

Online Chatbot: https://spinach.genie.stanford.edu

About

The SPINACH dataset: Current KBQA datasets lack real-world complexity. The SPINACH KBQA dataset, collected from Wikidata's Request a Query sites, is the first to cover both natural questions and complex SPARQLs

The SPINACH agent: The SPINACH agent is a new KBQA approach that mimics expert human SPARQL writing, achieving SOTA on many KBQA datasets. You can try it at https://spinach.genie.stanford.edu

License

The code in this repo is released under Apache License, version 2.0. The SPINACH dataset, derived from the Wikidata Request a Query forum, is released under the CC BY-SA 4.0 license, the same license that covers the forum.

Citation

@misc{liu2024spinachsparqlbasedinformationnavigation,
      title={SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions}, 
      author={Shicheng Liu and Sina J. Semnani and Harold Triedman and Jialiang Xu and Isaac Dan Zhao and Monica S. Lam},
      year={2024},
      eprint={2407.11417},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2407.11417}, 
}