RBG-AI at FadeIT: Prompted LLMs with Label Abstraction for Logical Fallacy Detection

Meenakshi; Jairam R; Reshma U; Barathi Ganesh Hb; Michal Ptaszynski

RBG-AI at FadeIT: Prompted LLMs with Label Abstraction for Logical Fallacy Detection

Meenakshi, Jairam R, Reshma U, Barathi Ganesh HB, Michal Ptaszynski

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Anthology ID:: 2026.evalita-1.66
Volume:: Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026)
Month:: February
Year:: 2026
Address:: Bari, Italy
Editors:: Francesco Cutugno, Alessio Miaschi, Alessio Palmero Aprosio, Giulia Rambelli, Lucia Siciliani, Marco Antonio Stranisci
Venues:: EVALITA | WS
SIG:
Publisher:: CEUR Workshop Proceedings
Note:
Pages:: 721–733
Language:
URL:: https://aclanthology.org/2026.evalita-1.66/
DOI:
Bibkey:
Cite (ACL):: Meenakshi, Jairam R, Reshma U, Barathi Ganesh HB, and Michal Ptaszynski. 2026. RBG-AI at FadeIT: Prompted LLMs with Label Abstraction for Logical Fallacy Detection. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 721–733, Bari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: RBG-AI at FadeIT: Prompted LLMs with Label Abstraction for Logical Fallacy Detection (Meenakshi et al., EVALITA 2026)
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PDF:: https://aclanthology.org/2026.evalita-1.66.pdf

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@inproceedings{meenakshi-etal-2026-rbg,
    title = "{RBG}-{AI} at {F}ade{IT}: Prompted {LLM}s with Label Abstraction for Logical Fallacy Detection",
    author = "Meenakshi  and
      R, Jairam  and
      U, Reshma  and
      HB, Barathi Ganesh  and
      Ptaszynski, Michal",
    editor = "Cutugno, Francesco  and
      Miaschi, Alessio  and
      Palmero Aprosio, Alessio  and
      Rambelli, Giulia  and
      Siciliani, Lucia  and
      Stranisci, Marco Antonio",
    booktitle = "Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for {I}talian. Final Workshop ({EVALITA} 2026)",
    month = feb,
    year = "2026",
    address = "Bari, Italy",
    publisher = "CEUR Workshop Proceedings",
    url = "https://aclanthology.org/2026.evalita-1.66/",
    pages = "721--733",
    ISBN = "979-12-243-0586-6"
}

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%0 Conference Proceedings
%T RBG-AI at FadeIT: Prompted LLMs with Label Abstraction for Logical Fallacy Detection
%A R, Jairam
%A U, Reshma
%A HB, Barathi Ganesh
%A Ptaszynski, Michal
%Y Cutugno, Francesco
%Y Miaschi, Alessio
%Y Palmero Aprosio, Alessio
%Y Rambelli, Giulia
%Y Siciliani, Lucia
%Y Stranisci, Marco Antonio
%A Meenakshi
%S Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026)
%D 2026
%8 February
%I CEUR Workshop Proceedings
%C Bari, Italy
%@ 979-12-243-0586-6
%F meenakshi-etal-2026-rbg
%U https://aclanthology.org/2026.evalita-1.66/
%P 721-733

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Markdown (Informal)

[RBG-AI at FadeIT: Prompted LLMs with Label Abstraction for Logical Fallacy Detection](https://aclanthology.org/2026.evalita-1.66/) (Meenakshi et al., EVALITA 2026)

RBG-AI at FadeIT: Prompted LLMs with Label Abstraction for Logical Fallacy Detection (Meenakshi et al., EVALITA 2026)

ACL

Meenakshi, Jairam R, Reshma U, Barathi Ganesh HB, and Michal Ptaszynski. 2026. RBG-AI at FadeIT: Prompted LLMs with Label Abstraction for Logical Fallacy Detection. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 721–733, Bari, Italy. CEUR Workshop Proceedings.