Beyond Raw Text: Knowledge-Augmented Italian Relation Extraction with Large Language Models

Gianmaria Balducci; Elisabetta Fersini; Messina Enza

Beyond Raw Text: Knowledge-Augmented Italian Relation Extraction with Large Language Models

Gianmaria Balducci, Elisabetta Fersini, Messina Enza

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Anthology ID:: 2025.clicit-1.6
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:: 45–54
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URL:: https://aclanthology.org/2025.clicit-1.6/
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Cite (ACL):: Gianmaria Balducci, Elisabetta Fersini, and Messina Enza. 2025. Beyond Raw Text: Knowledge-Augmented Italian Relation Extraction with Large Language Models. In Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pages 45–54, Cagliari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: Beyond Raw Text: Knowledge-Augmented Italian Relation Extraction with Large Language Models (Balducci et al., CLiC-it 2025)
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PDF:: https://aclanthology.org/2025.clicit-1.6.pdf

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@inproceedings{balducci-etal-2025-beyond,
    title = "Beyond Raw Text: Knowledge-Augmented {I}talian Relation Extraction with Large Language Models",
    author = "Balducci, Gianmaria  and
      Fersini, Elisabetta  and
      Enza, Messina",
    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-1.6/",
    pages = "45--54",
    ISBN = "979-12-243-0587-3"
}

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%0 Conference Proceedings
%T Beyond Raw Text: Knowledge-Augmented Italian Relation Extraction with Large Language Models
%A Balducci, Gianmaria
%A Fersini, Elisabetta
%A Enza, Messina
%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 balducci-etal-2025-beyond
%U https://aclanthology.org/2025.clicit-1.6/
%P 45-54

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Markdown (Informal)

[Beyond Raw Text: Knowledge-Augmented Italian Relation Extraction with Large Language Models](https://aclanthology.org/2025.clicit-1.6/) (Balducci et al., CLiC-it 2025)

Beyond Raw Text: Knowledge-Augmented Italian Relation Extraction with Large Language Models (Balducci et al., CLiC-it 2025)

ACL

Gianmaria Balducci, Elisabetta Fersini, and Messina Enza. 2025. Beyond Raw Text: Knowledge-Augmented Italian Relation Extraction with Large Language Models. In Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pages 45–54, Cagliari, Italy. CEUR Workshop Proceedings.