A Comprehensive Survey on Legal Summarization: Challenges and Future Directions

M Akter, E Cano, E Weber, D Dobler… - arXiv preprint arXiv …, 2025 - arxiv.org
This article provides a systematic up-to-date survey of automatic summarization techniques,
datasets, models, and evaluation methods in the legal domain. Through specific source …

Fine-tuning multifit for enhanced legal sentence basis classification

BJT Fernandes, MDO Cleyton… - 2023 IEEE Latin …, 2023 - ieeexplore.ieee.org
Deep learning algorithms have shown promise in effectively classifying legal texts,
surpassing traditional methods. However, existing approaches are primarily designed for …

Legal Judgement Prediction: A comparative analysis of legal documents in Brazil

C Millan-Arias, MCC Medina… - 2023 IEEE Latin …, 2023 - ieeexplore.ieee.org
Legal Judgement Prediction has become an essential task in several domains of law. It
plays a significant role when studies are performed for a given case to assist lawyers and …