MALTO at FadeIT: A BERT-Based System for Multi-Label Fallacy Detection in Italian Social Media

Matin Salami; Luca M. Rodia; Vladimir Schiau; Evren A. Munis; Claudio Savelli; Flavio Giobergia

MALTO at FadeIT: A BERT-Based System for Multi-Label Fallacy Detection in Italian Social Media

Matin Salami, Luca M. Rodia, Vladimir Schiau, Evren A. Munis, Claudio Savelli, Flavio Giobergia

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Anthology ID:: 2026.evalita-1.64
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:: 696–708
Language:
URL:: https://aclanthology.org/2026.evalita-1.64/
DOI:
Bibkey:
Cite (ACL):: Matin Salami, Luca M. Rodia, Vladimir Schiau, Evren A. Munis, Claudio Savelli, and Flavio Giobergia. 2026. MALTO at FadeIT: A BERT-Based System for Multi-Label Fallacy Detection in Italian Social Media. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 696–708, Bari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: MALTO at FadeIT: A BERT-Based System for Multi-Label Fallacy Detection in Italian Social Media (Salami et al., EVALITA 2026)
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PDF:: https://aclanthology.org/2026.evalita-1.64.pdf

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@inproceedings{salami-etal-2026-malto,
    title = "{MALTO} at {F}ade{IT}: A {BERT}-Based System for Multi-Label Fallacy Detection in {I}talian Social Media",
    author = "Salami, Matin  and
      Rodia, Luca M.  and
      Schiau, Vladimir  and
      Munis, Evren A.  and
      Savelli, Claudio  and
      Giobergia, Flavio",
    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-1.64/",
    pages = "696--708",
    ISBN = "979-12-243-0586-6"
}

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%0 Conference Proceedings
%T MALTO at FadeIT: A BERT-Based System for Multi-Label Fallacy Detection in Italian Social Media
%A Salami, Matin
%A Rodia, Luca M.
%A Schiau, Vladimir
%A Munis, Evren A.
%A Savelli, Claudio
%A Giobergia, Flavio
%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 salami-etal-2026-malto
%U https://aclanthology.org/2026.evalita-1.64/
%P 696-708

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Markdown (Informal)

[MALTO at FadeIT: A BERT-Based System for Multi-Label Fallacy Detection in Italian Social Media](https://aclanthology.org/2026.evalita-1.64/) (Salami et al., EVALITA 2026)

MALTO at FadeIT: A BERT-Based System for Multi-Label Fallacy Detection in Italian Social Media (Salami et al., EVALITA 2026)

ACL

Matin Salami, Luca M. Rodia, Vladimir Schiau, Evren A. Munis, Claudio Savelli, and Flavio Giobergia. 2026. MALTO at FadeIT: A BERT-Based System for Multi-Label Fallacy Detection in Italian Social Media. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 696–708, Bari, Italy. CEUR Workshop Proceedings.