Ontology-Guided Domain Entity Recognition in Environmental Texts: Evaluating Syntax-Driven and LLM Approaches Using BabelNet and GEMET

Elisa Chierchiello, Patricia Chiril, Adriana Pagano


Anthology ID:
2025.clicit-1.25
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:
233–244
Language:
URL:
https://aclanthology.org/2025.clicit-1.25/
DOI:
Bibkey:
Cite (ACL):
Elisa Chierchiello, Patricia Chiril, and Adriana Pagano. 2025. Ontology-Guided Domain Entity Recognition in Environmental Texts: Evaluating Syntax-Driven and LLM Approaches Using BabelNet and GEMET. In Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pages 233–244, Cagliari, Italy. CEUR Workshop Proceedings.
Cite (Informal):
Ontology-Guided Domain Entity Recognition in Environmental Texts: Evaluating Syntax-Driven and LLM Approaches Using BabelNet and GEMET (Chierchiello et al., CLiC-it 2025)
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PDF:
https://aclanthology.org/2025.clicit-1.25.pdf