MINDS at GSI:detect: From Logits to Degrees of Agreement in Gender Stereotype Detection with LLMs

Flavio Giobergia

MINDS at GSI:detect: From Logits to Degrees of Agreement in Gender Stereotype Detection with LLMs

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Anthology ID:: 2026.evalita-1.14
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:: 131–137
Language:
URL:: https://aclanthology.org/2026.evalita-1.14/
DOI:
Bibkey:
Cite (ACL):: Flavio Giobergia. 2026. MINDS at GSI:detect: From Logits to Degrees of Agreement in Gender Stereotype Detection with LLMs. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 131–137, Bari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: MINDS at GSI:detect: From Logits to Degrees of Agreement in Gender Stereotype Detection with LLMs (Giobergia, EVALITA 2026)
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PDF:: https://aclanthology.org/2026.evalita-1.14.pdf

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Preformatted

@inproceedings{giobergia-2026-minds-gsi,
    title = "{MINDS} at {GSI}:detect: From Logits to Degrees of Agreement in Gender Stereotype Detection with {LLM}s",
    author = "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-1.14/",
    pages = "131--137",
    ISBN = "979-12-243-0586-6"
}

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%0 Conference Proceedings
%T MINDS at GSI:detect: From Logits to Degrees of Agreement in Gender Stereotype Detection with LLMs
%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 giobergia-2026-minds-gsi
%U https://aclanthology.org/2026.evalita-1.14/
%P 131-137

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Markdown (Informal)

[MINDS at GSI:detect: From Logits to Degrees of Agreement in Gender Stereotype Detection with LLMs](https://aclanthology.org/2026.evalita-1.14/) (Giobergia, EVALITA 2026)

MINDS at GSI:detect: From Logits to Degrees of Agreement in Gender Stereotype Detection with LLMs (Giobergia, EVALITA 2026)

ACL

Flavio Giobergia. 2026. MINDS at GSI:detect: From Logits to Degrees of Agreement in Gender Stereotype Detection with LLMs. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 131–137, Bari, Italy. CEUR Workshop Proceedings.