The Large Language Model GreekLegalRoBERTa

October 10, 2024 ยท Declared Dead ยท ๐Ÿ› Hellenic Conference on Artificial Intelligence

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Authors Vasileios Saketos, Despina-Athanasia Pantazi, Manolis Koubarakis arXiv ID 2410.12852 Category cs.CL: Computation & Language Cross-listed cs.LG Citations 1 Venue Hellenic Conference on Artificial Intelligence Last Checked 6 months ago
Abstract
We develop four versions of GreekLegalRoBERTa, which are four large language models trained on Greek legal and nonlegal text. We show that our models surpass the performance of GreekLegalBERT, Greek- LegalBERT-v2, and GreekBERT in two tasks involving Greek legal documents: named entity recognition and multi-class legal topic classification. We view our work as a contribution to the study of domain-specific NLP tasks in low-resource languages, like Greek, using modern NLP techniques and methodologies.
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