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Comparative evaluation of small language models for named entity recognition in low resource Italian legal texts using non-disclosure agreements

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Published in:Discover Artificial Intelligence (Springer)
Format: Online Article RSS Article
Published: 2026
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container_title Discover Artificial Intelligence (Springer)
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discipline_display Access Artificial Intelligence and Machine Learning
discipline_facet Access Artificial Intelligence and Machine Learning
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institution FRELIP
journal_source_facet Discover Artificial Intelligence (Springer)
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publishDate 2026
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spellingShingle Comparative evaluation of small language models for named entity recognition in low resource Italian legal texts using non-disclosure agreements
Access Artificial Intelligence and Machine Learning
General
Access Artificial Intelligence and Machine Learning
sub_discipline_display General
sub_discipline_facet General
subject_display Access Artificial Intelligence and Machine Learning
General
Access Artificial Intelligence and Machine Learning
subject_facet Access Artificial Intelligence and Machine Learning
General
Access Artificial Intelligence and Machine Learning
title Comparative evaluation of small language models for named entity recognition in low resource Italian legal texts using non-disclosure agreements
title_alt Evaluación comparativa de modelos de lenguaje pequeños para el reconocimiento de entidades nombradas en textos legales italianos de bajos recursos utilizando acuerdos de confidencialidad
Évaluation comparative des petits modèles de langage pour la reconnaissance d'entités nommées dans des textes juridiques italiens à faibles ressources utilisant des accords de non-divulgation
Avaliação comparativa de modelos de linguagem pequenos para reconhecimento de entidades nomeadas em textos jurídicos italianos de baixo recurso usando acordos de não divulgação
title_auth Comparative evaluation of small language models for named entity recognition in low resource Italian legal texts using non-disclosure agreements
title_es_txt Evaluación comparativa de modelos de lenguaje pequeños para el reconocimiento de entidades nombradas en textos legales italianos de bajos recursos utilizando acuerdos de confidencialidad
title_fr_txt Évaluation comparative des petits modèles de langage pour la reconnaissance d'entités nommées dans des textes juridiques italiens à faibles ressources utilisant des accords de non-divulgation
title_full Comparative evaluation of small language models for named entity recognition in low resource Italian legal texts using non-disclosure agreements
title_fullStr Comparative evaluation of small language models for named entity recognition in low resource Italian legal texts using non-disclosure agreements
title_full_unstemmed Comparative evaluation of small language models for named entity recognition in low resource Italian legal texts using non-disclosure agreements
title_pt_txt Avaliação comparativa de modelos de linguagem pequenos para reconhecimento de entidades nomeadas em textos jurídicos italianos de baixo recurso usando acordos de não divulgação
title_short Comparative evaluation of small language models for named entity recognition in low resource Italian legal texts using non-disclosure agreements
title_sort comparative evaluation of small language models for named entity recognition in low resource italian legal texts using non-disclosure agreements
topic Access Artificial Intelligence and Machine Learning
General
Access Artificial Intelligence and Machine Learning
url https://link.springer.com/article/10.1007/s44163-026-01647-9