Iffy-or-Not: Critically Evaluating Potential Misinformation Using Fallacy Detection and Socratic Questioning with LLMs

Gionnieve Lim, Juho Kim, Simon Perrault

Open source

DOI: 10.1145/3771935
Published: 2026-02-25
Container: ACM Transactions on Computer-Human Interaction
Publisher: Association for Computing Machinery (ACM)
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1145/3771935,
  title = {Iffy-or-Not: Critically Evaluating Potential Misinformation Using Fallacy Detection and Socratic Questioning with LLMs},
  author = {Gionnieve Lim and Juho Kim and Simon Perrault},
  year = {2026},
  journal = {ACM Transactions on Computer-Human Interaction},
  doi = {10.1145/3771935},
  url = {https://doi.org/10.1145/3771935}
}

RIS

TY  - JOUR
TI  - Iffy-or-Not: Critically Evaluating Potential Misinformation Using Fallacy Detection and Socratic Questioning with LLMs
AU  - Gionnieve Lim
AU  - Juho Kim
AU  - Simon Perrault
PY  - 2026
JO  - ACM Transactions on Computer-Human Interaction
DO  - 10.1145/3771935
UR  - https://doi.org/10.1145/3771935
ER  -

APA

Lim, G., Kim, J., & Perrault, S. (2026). Iffy-or-Not: Critically Evaluating Potential Misinformation Using Fallacy Detection and Socratic Questioning with LLMs. ACM Transactions on Computer-Human Interaction. https://doi.org/10.1145/3771935

Source records

crossref · retrieved 2026-09-24T21:43:33.915Z