Evaluating GPT-3.5's Awareness and Summarization Abilities for European Constitutional Texts with Shared Topics

التفاصيل البيبلوغرافية
العنوان: Evaluating GPT-3.5's Awareness and Summarization Abilities for European Constitutional Texts with Shared Topics
المؤلفون: Greco, Candida M., Tagarelli, A.
سنة النشر: 2024
المجموعة: Computer Science
Physics (Other)
مصطلحات موضوعية: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Computers and Society, Computer Science - Digital Libraries, Physics - Physics and Society
الوصف: Constitutions are foundational legal documents that underpin the governmental and societal structures. As such, they are a reflection of a nation's cultural and social uniqueness, but also contribute to establish topics of universal importance, like citizens' rights and duties (RD). In this work, using the renowned GPT-3.5, we leverage generative large language models to understand constitutional passages that transcend national boundaries. A key contribution of our study is the introduction of a novel application of abstractive summarization on a multi-source collection of constitutional texts, with a focus on European countries' constitution passages related to RD topics. Our results show the meaningfulness of GPT-3.5 to produce informative, coherent and faithful summaries capturing RD topics across European countries.
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2401.14524
رقم الأكسشن: edsarx.2401.14524
قاعدة البيانات: arXiv