arXiv Open Access 2024

The Large Language Model GreekLegalRoBERTa

Vasileios Saketos Despina-Athanasia Pantazi Manolis Koubarakis

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Abstrak

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.

Topik & Kata Kunci

cs.CL cs.LG

Penulis (3)

Vasileios Saketos

Despina-Athanasia Pantazi

Manolis Koubarakis

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Saketos, V., Pantazi, D., Koubarakis, M. (2024). The Large Language Model GreekLegalRoBERTa. https://arxiv.org/abs/2410.12852

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Tahun Terbit: 2024
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓