Unica at FadeIT: Adapting Large Language Models to Fallacy Identification in Social Networks

Matteo Fenu; Maurizio Atzori

Unica at FadeIT: Adapting Large Language Models to Fallacy Identification in Social Networks

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Anthology ID:: 2026.evalita-1.68
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:: 748–758
Language:
URL:: https://aclanthology.org/2026.evalita-1.68/
DOI:
Bibkey:
Cite (ACL):: Matteo Fenu and Maurizio Atzori. 2026. Unica at FadeIT: Adapting Large Language Models to Fallacy Identification in Social Networks. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 748–758, Bari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: Unica at FadeIT: Adapting Large Language Models to Fallacy Identification in Social Networks (Fenu & Atzori, EVALITA 2026)
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PDF:: https://aclanthology.org/2026.evalita-1.68.pdf

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Preformatted

@inproceedings{fenu-atzori-2026-unica,
    title = "Unica at {F}ade{IT}: Adapting Large Language Models to Fallacy Identification in Social Networks",
    author = "Fenu, Matteo  and
      Atzori, Maurizio",
    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-1.68/",
    pages = "748--758",
    ISBN = "979-12-243-0586-6"
}

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%0 Conference Proceedings
%T Unica at FadeIT: Adapting Large Language Models to Fallacy Identification in Social Networks
%A Fenu, Matteo
%A Atzori, Maurizio
%Y Cutugno, Francesco
%Y Miaschi, Alessio
%Y Palmero Aprosio, Alessio
%Y Rambelli, Giulia
%Y Siciliani, Lucia
%Y Stranisci, Marco Antonio
%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 fenu-atzori-2026-unica
%U https://aclanthology.org/2026.evalita-1.68/
%P 748-758

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Markdown (Informal)

[Unica at FadeIT: Adapting Large Language Models to Fallacy Identification in Social Networks](https://aclanthology.org/2026.evalita-1.68/) (Fenu & Atzori, EVALITA 2026)

Unica at FadeIT: Adapting Large Language Models to Fallacy Identification in Social Networks (Fenu & Atzori, EVALITA 2026)

ACL

Matteo Fenu and Maurizio Atzori. 2026. Unica at FadeIT: Adapting Large Language Models to Fallacy Identification in Social Networks. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 748–758, Bari, Italy. CEUR Workshop Proceedings.