The Intended Uses of Automated Fact-Checking Artefacts: Why, How and Who

Update (Nov 2025): This work has been extended to Social Good or Scientific Curiosity? Uncovering the Research Framing Behind NLP Artefacts, the implementation of our EMNLP 2025 main conference paper (Chamoun et al., 2025) is available here.

This repository contains our annotations of epistemic narratives in automated fact-checking papers. A description of the annotation process can be found in the paper:

The Intended Uses of Automated Fact-Checking Artefacts: Why, How and Who. Michael Schlichtkrull, Nedjma Ousidhoum, and Andreas Vlachos (Findings of EMNLP 2023)

Citation

If you find this useful, please cite our paper as:

@inproceedings{schlichtkrull-etal-2023-intended,
    title = "The Intended Uses of Automated Fact-Checking Artefacts: Why, How and Who",
    author = "Schlichtkrull, Michael  and
      Ousidhoum, Nedjma  and
      Vlachos, Andreas",
    editor = "Bouamor, Houda  and
      Pino, Juan  and
      Bali, Kalika",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2023",
    month = dec,
    year = "2023",
    address = "Singapore",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.findings-emnlp.577",
    doi = "10.18653/v1/2023.findings-emnlp.577",
    pages = "8618--8642",
}