Bekenbey AI: Innovative Solutions at the Intersection of Deep Learning and Law

Date

2024-12-01

Author

Yücesan, Erdicem
Erkan, Mehmet Ali
Deveci, Ali
Medeni, İhsan Tolga

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This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

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This research introduces a cutting-edge integration of generative artificial intelligence (AI) within the realm of law, creating a sophisticated application tailored for legal professionals, organizations, and the public. The Bekenbey AI model show cased in this study is distinguished by its substantial potential, with key performance metrics such as accuracy, precision, recall, F1- score, ROUGE, and BLEU scores illustrating its adeptness at legal analytics. The model demonstrates exceptional precision and adaptability across various legal sectors and frameworks, establishing it as an indispensable asset for modern legal challenges. The findings suggest that the Bekenbey AI proficiently handles and interprets legal texts, significantly aiding the progression of legal systems. The model’s efficiency escalates with the expansion of dataset sizes, emphasizing its capacity for extensive data analysis. Ongoing enhancements are focused on increasing the model’s precision and extending its functionality to a wider array of legal contexts. To the best of our knowledge, this study represents the first instance of combining the domains of artificial intelligence and law using real data.

URI

https://dergipark.org.tr/en/download/article-file/4391255
https://hdl.handle.net/11511/113120

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Department of Statistics, Article