MLLMs Construction Company: Investigating Multimodal LLMs’ Communicative Skills in a Collaborative Building Task

Marika Sarzotti; Giovanni Duca; Chris Madge; Raffaella Bernardi; Massimo Poesio

MLLMs Construction Company: Investigating Multimodal LLMs’ Communicative Skills in a Collaborative Building Task

Marika Sarzotti, Giovanni Duca, Chris Madge, Raffaella Bernardi, Massimo Poesio

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Anthology ID:: 2025.clicit-1.97
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:: 1037–1047
Language:
URL:: https://aclanthology.org/2025.clicit-1.97/
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Cite (ACL):: Marika Sarzotti, Giovanni Duca, Chris Madge, Raffaella Bernardi, and Massimo Poesio. 2025. MLLMs Construction Company: Investigating Multimodal LLMs’ Communicative Skills in a Collaborative Building Task. In Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pages 1037–1047, Cagliari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: MLLMs Construction Company: Investigating Multimodal LLMs’ Communicative Skills in a Collaborative Building Task (Sarzotti et al., CLiC-it 2025)
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PDF:: https://aclanthology.org/2025.clicit-1.97.pdf

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Preformatted

@inproceedings{sarzotti-etal-2025-mllms,
    title = "{MLLM}s Construction Company: Investigating Multimodal {LLM}s' Communicative Skills in a Collaborative Building Task",
    author = "Sarzotti, Marika  and
      Duca, Giovanni  and
      Madge, Chris  and
      Bernardi, Raffaella  and
      Poesio, Massimo",
    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-1.97/",
    pages = "1037--1047",
    ISBN = "979-12-243-0587-3"
}

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%0 Conference Proceedings
%T MLLMs Construction Company: Investigating Multimodal LLMs’ Communicative Skills in a Collaborative Building Task
%A Sarzotti, Marika
%A Duca, Giovanni
%A Madge, Chris
%A Bernardi, Raffaella
%A Poesio, Massimo
%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 sarzotti-etal-2025-mllms
%U https://aclanthology.org/2025.clicit-1.97/
%P 1037-1047

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Markdown (Informal)

[MLLMs Construction Company: Investigating Multimodal LLMs’ Communicative Skills in a Collaborative Building Task](https://aclanthology.org/2025.clicit-1.97/) (Sarzotti et al., CLiC-it 2025)

MLLMs Construction Company: Investigating Multimodal LLMs’ Communicative Skills in a Collaborative Building Task (Sarzotti et al., CLiC-it 2025)

ACL

Marika Sarzotti, Giovanni Duca, Chris Madge, Raffaella Bernardi, and Massimo Poesio. 2025. MLLMs Construction Company: Investigating Multimodal LLMs’ Communicative Skills in a Collaborative Building Task. In Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pages 1037–1047, Cagliari, Italy. CEUR Workshop Proceedings.