Positional Bias in Binary Question Answering: How Uncertainty Shapes Model Preferences

Tiziano Labruna; Simone Gallo; Giovanni Da San Martino

Positional Bias in Binary Question Answering: How Uncertainty Shapes Model Preferences

Tiziano Labruna, Simone Gallo, Giovanni Da San Martino

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Anthology ID:: 2025.clicit-1.53
Volume:: Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025)
Month:: September
Year:: 2025
Address:: Cagliari, Italy
Editors:: Cristina Bosco, Elisabetta Jezek, Marco Polignano, Manuela Sanguinetti
Venue:: CLiC-it
SIG:
Publisher:: CEUR Workshop Proceedings
Note:
Pages:: 550–560
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URL:: https://aclanthology.org/2025.clicit-1.53/
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Cite (ACL):: Tiziano Labruna, Simone Gallo, and Giovanni Da San Martino. 2025. Positional Bias in Binary Question Answering: How Uncertainty Shapes Model Preferences. In Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pages 550–560, Cagliari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: Positional Bias in Binary Question Answering: How Uncertainty Shapes Model Preferences (Labruna et al., CLiC-it 2025)
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PDF:: https://aclanthology.org/2025.clicit-1.53.pdf

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@inproceedings{labruna-etal-2025-positional,
    title = "Positional Bias in Binary Question Answering: How Uncertainty Shapes Model Preferences",
    author = "Labruna, Tiziano  and
      Gallo, Simone  and
      Da San Martino, Giovanni",
    editor = "Bosco, Cristina  and
      Jezek, Elisabetta  and
      Polignano, Marco  and
      Sanguinetti, Manuela",
    booktitle = "Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025)",
    month = sep,
    year = "2025",
    address = "Cagliari, Italy",
    publisher = "CEUR Workshop Proceedings",
    url = "https://aclanthology.org/2025.clicit-1.53/",
    pages = "550--560",
    ISBN = "979-12-243-0587-3"
}

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%0 Conference Proceedings
%T Positional Bias in Binary Question Answering: How Uncertainty Shapes Model Preferences
%A Labruna, Tiziano
%A Gallo, Simone
%A Da San Martino, Giovanni
%Y Bosco, Cristina
%Y Jezek, Elisabetta
%Y Polignano, Marco
%Y Sanguinetti, Manuela
%S Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025)
%D 2025
%8 September
%I CEUR Workshop Proceedings
%C Cagliari, Italy
%@ 979-12-243-0587-3
%F labruna-etal-2025-positional
%U https://aclanthology.org/2025.clicit-1.53/
%P 550-560

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Markdown (Informal)

[Positional Bias in Binary Question Answering: How Uncertainty Shapes Model Preferences](https://aclanthology.org/2025.clicit-1.53/) (Labruna et al., CLiC-it 2025)

Positional Bias in Binary Question Answering: How Uncertainty Shapes Model Preferences (Labruna et al., CLiC-it 2025)

ACL

Tiziano Labruna, Simone Gallo, and Giovanni Da San Martino. 2025. Positional Bias in Binary Question Answering: How Uncertainty Shapes Model Preferences. In Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pages 550–560, Cagliari, Italy. CEUR Workshop Proceedings.