SMTE at ATE-IT: Ensemble Term Extraction with Italian BERT, spaCy, and Vocabulary-Based Filtering

Sofia Maule; Giorgio Maria Di Nunzio

SMTE at ATE-IT: Ensemble Term Extraction with Italian BERT, spaCy, and Vocabulary-Based Filtering

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Anthology ID:: 2026.evalita-1.55
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:: 602–613
Language:
URL:: https://aclanthology.org/2026.evalita-1.55/
DOI:
Bibkey:
Cite (ACL):: Sofia Maule and Giorgio Maria Di Nunzio. 2026. SMTE at ATE-IT: Ensemble Term Extraction with Italian BERT, spaCy, and Vocabulary-Based Filtering. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 602–613, Bari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: SMTE at ATE-IT: Ensemble Term Extraction with Italian BERT, spaCy, and Vocabulary-Based Filtering (Maule & Di Nunzio, EVALITA 2026)
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PDF:: https://aclanthology.org/2026.evalita-1.55.pdf

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MODS XML
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Preformatted

@inproceedings{maule-di-nunzio-2026-smte,
    title = "{SMTE} at {ATE}-{IT}: Ensemble Term Extraction with {I}talian {BERT}, spa{C}y, and Vocabulary-Based Filtering",
    author = "Maule, Sofia  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-1.55/",
    pages = "602--613",
    ISBN = "979-12-243-0586-6"
}

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%0 Conference Proceedings
%T SMTE at ATE-IT: Ensemble Term Extraction with Italian BERT, spaCy, and Vocabulary-Based Filtering
%A Maule, Sofia
%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 maule-di-nunzio-2026-smte
%U https://aclanthology.org/2026.evalita-1.55/
%P 602-613

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Markdown (Informal)

[SMTE at ATE-IT: Ensemble Term Extraction with Italian BERT, spaCy, and Vocabulary-Based Filtering](https://aclanthology.org/2026.evalita-1.55/) (Maule & Di Nunzio, EVALITA 2026)

SMTE at ATE-IT: Ensemble Term Extraction with Italian BERT, spaCy, and Vocabulary-Based Filtering (Maule & Di Nunzio, EVALITA 2026)

ACL

Sofia Maule and Giorgio Maria Di Nunzio. 2026. SMTE at ATE-IT: Ensemble Term Extraction with Italian BERT, spaCy, and Vocabulary-Based Filtering. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 602–613, Bari, Italy. CEUR Workshop Proceedings.