StereoBusters at GSI:detect: LLM-Based Detection and Human Qualitative Analysis of Gender Stereotypes in Italian Short Text

Salvatore Greco; Moreno La Quatra; Marta Marchiori Manerba; Ricardo Muñoz Sánchez; Alessandra Teresa Cignarella

StereoBusters at GSI:detect: LLM-Based Detection and Human Qualitative Analysis of Gender Stereotypes in Italian Short Text

Salvatore Greco, Moreno La Quatra, Marta Marchiori Manerba, Ricardo Muñoz Sánchez, Alessandra Teresa Cignarella

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Anthology ID:: 2026.evalita-1.15
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:: 138–156
Language:
URL:: https://aclanthology.org/2026.evalita-1.15/
DOI:
Bibkey:
Cite (ACL):: Salvatore Greco, Moreno La Quatra, Marta Marchiori Manerba, Ricardo Muñoz Sánchez, and Alessandra Teresa Cignarella. 2026. StereoBusters at GSI:detect: LLM-Based Detection and Human Qualitative Analysis of Gender Stereotypes in Italian Short Text. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 138–156, Bari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: StereoBusters at GSI:detect: LLM-Based Detection and Human Qualitative Analysis of Gender Stereotypes in Italian Short Text (Greco et al., EVALITA 2026)
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PDF:: https://aclanthology.org/2026.evalita-1.15.pdf

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@inproceedings{greco-etal-2026-stereobusters,
    title = "{S}tereo{B}usters at {GSI}:detect: {LLM}-Based Detection and Human Qualitative Analysis of Gender Stereotypes in {I}talian Short Text",
    author = "Greco, Salvatore  and
      La Quatra, Moreno  and
      Marchiori Manerba, Marta  and
      Mu{\~n}oz S{\'a}nchez, Ricardo  and
      Cignarella, Alessandra Teresa",
    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-1.15/",
    pages = "138--156",
    ISBN = "979-12-243-0586-6"
}

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%0 Conference Proceedings
%T StereoBusters at GSI:detect: LLM-Based Detection and Human Qualitative Analysis of Gender Stereotypes in Italian Short Text
%A Greco, Salvatore
%A La Quatra, Moreno
%A Marchiori Manerba, Marta
%A Muñoz Sánchez, Ricardo
%A Cignarella, Alessandra Teresa
%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 greco-etal-2026-stereobusters
%U https://aclanthology.org/2026.evalita-1.15/
%P 138-156

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Markdown (Informal)

[StereoBusters at GSI:detect: LLM-Based Detection and Human Qualitative Analysis of Gender Stereotypes in Italian Short Text](https://aclanthology.org/2026.evalita-1.15/) (Greco et al., EVALITA 2026)

StereoBusters at GSI:detect: LLM-Based Detection and Human Qualitative Analysis of Gender Stereotypes in Italian Short Text (Greco et al., EVALITA 2026)

ACL

Salvatore Greco, Moreno La Quatra, Marta Marchiori Manerba, Ricardo Muñoz Sánchez, and Alessandra Teresa Cignarella. 2026. StereoBusters at GSI:detect: LLM-Based Detection and Human Qualitative Analysis of Gender Stereotypes in Italian Short Text. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 138–156, Bari, Italy. CEUR Workshop Proceedings.