VVTE at ATE-IT: From Candidates to Terms: Hybrid Italian ATE with Dependency Heuristics, Gemini, and Random Forest Filtering

Valentine G. L. Vandervoort; Giorgio Maria Di Nunzio

VVTE at ATE-IT: From Candidates to Terms: Hybrid Italian ATE with Dependency Heuristics, Gemini, and Random Forest Filtering

Valentine G. L. Vandervoort, Giorgio Maria Di Nunzio

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Anthology ID:: 2026.evalita-1.58
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:: 633–638
Language:
URL:: https://aclanthology.org/2026.evalita-1.58/
DOI:
Bibkey:
Cite (ACL):: Valentine G. L. Vandervoort and Giorgio Maria Di Nunzio. 2026. VVTE at ATE-IT: From Candidates to Terms: Hybrid Italian ATE with Dependency Heuristics, Gemini, and Random Forest Filtering. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 633–638, Bari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: VVTE at ATE-IT: From Candidates to Terms: Hybrid Italian ATE with Dependency Heuristics, Gemini, and Random Forest Filtering (Vandervoort & Di Nunzio, EVALITA 2026)
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PDF:: https://aclanthology.org/2026.evalita-1.58.pdf

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Preformatted

@inproceedings{vandervoort-di-nunzio-2026-vvte,
    title = "{VVTE} at {ATE}-{IT}: From Candidates to Terms: Hybrid {I}talian {ATE} with Dependency Heuristics, Gemini, and Random Forest Filtering",
    author = "Vandervoort, Valentine G. L.  and
      Di Nunzio, Giorgio Maria",
    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-1.58/",
    pages = "633--638",
    ISBN = "979-12-243-0586-6"
}

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%0 Conference Proceedings
%T VVTE at ATE-IT: From Candidates to Terms: Hybrid Italian ATE with Dependency Heuristics, Gemini, and Random Forest Filtering
%A Vandervoort, Valentine G. L.
%A Di Nunzio, Giorgio Maria
%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 vandervoort-di-nunzio-2026-vvte
%U https://aclanthology.org/2026.evalita-1.58/
%P 633-638

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Markdown (Informal)

[VVTE at ATE-IT: From Candidates to Terms: Hybrid Italian ATE with Dependency Heuristics, Gemini, and Random Forest Filtering](https://aclanthology.org/2026.evalita-1.58/) (Vandervoort & Di Nunzio, EVALITA 2026)

VVTE at ATE-IT: From Candidates to Terms: Hybrid Italian ATE with Dependency Heuristics, Gemini, and Random Forest Filtering (Vandervoort & Di Nunzio, EVALITA 2026)

ACL

Valentine G. L. Vandervoort and Giorgio Maria Di Nunzio. 2026. VVTE at ATE-IT: From Candidates to Terms: Hybrid Italian ATE with Dependency Heuristics, Gemini, and Random Forest Filtering. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 633–638, Bari, Italy. CEUR Workshop Proceedings.