Easy to Complete, Hard to Choose: Investigating LLM Performance on the ProverbIT Benchmark

Enrico Mensa; Lorenzo Zane; Calogero Jerik Scozzaro; Matteo Delsanto; Tommaso Milani; Daniele P. Radicioni

Easy to Complete, Hard to Choose: Investigating LLM Performance on the ProverbIT Benchmark

Enrico Mensa, Lorenzo Zane, Calogero Jerik Scozzaro, Matteo Delsanto, Tommaso Milani, Daniele P. Radicioni

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Anthology ID:: 2025.clicit-1.69
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:: 722–734
Language:
URL:: https://aclanthology.org/2025.clicit-1.69/
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Cite (ACL):: Enrico Mensa, Lorenzo Zane, Calogero Jerik Scozzaro, Matteo Delsanto, Tommaso Milani, and Daniele P. Radicioni. 2025. Easy to Complete, Hard to Choose: Investigating LLM Performance on the ProverbIT Benchmark. In Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pages 722–734, Cagliari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: Easy to Complete, Hard to Choose: Investigating LLM Performance on the ProverbIT Benchmark (Mensa et al., CLiC-it 2025)
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PDF:: https://aclanthology.org/2025.clicit-1.69.pdf

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@inproceedings{mensa-etal-2025-easy,
    title = "Easy to Complete, Hard to Choose: Investigating {LLM} Performance on the {P}roverb{IT} Benchmark",
    author = "Mensa, Enrico  and
      Zane, Lorenzo  and
      Scozzaro, Calogero Jerik  and
      Delsanto, Matteo  and
      Milani, Tommaso  and
      Radicioni, Daniele P.",
    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-1.69/",
    pages = "722--734",
    ISBN = "979-12-243-0587-3"
}

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%0 Conference Proceedings
%T Easy to Complete, Hard to Choose: Investigating LLM Performance on the ProverbIT Benchmark
%A Mensa, Enrico
%A Zane, Lorenzo
%A Scozzaro, Calogero Jerik
%A Delsanto, Matteo
%A Milani, Tommaso
%A Radicioni, Daniele P.
%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 mensa-etal-2025-easy
%U https://aclanthology.org/2025.clicit-1.69/
%P 722-734

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Markdown (Informal)

[Easy to Complete, Hard to Choose: Investigating LLM Performance on the ProverbIT Benchmark](https://aclanthology.org/2025.clicit-1.69/) (Mensa et al., CLiC-it 2025)

Easy to Complete, Hard to Choose: Investigating LLM Performance on the ProverbIT Benchmark (Mensa et al., CLiC-it 2025)

ACL

Enrico Mensa, Lorenzo Zane, Calogero Jerik Scozzaro, Matteo Delsanto, Tommaso Milani, and Daniele P. Radicioni. 2025. Easy to Complete, Hard to Choose: Investigating LLM Performance on the ProverbIT Benchmark. In Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pages 722–734, Cagliari, Italy. CEUR Workshop Proceedings.