Performance in the Courtroom: Automated Processing and Visualization of Appeal Court Decisions in France

التفاصيل البيبلوغرافية
العنوان: Performance in the Courtroom: Automated Processing and Visualization of Appeal Court Decisions in France
المؤلفون: Boniol, Paul, Panagopoulos, George, Xypolopoulos, Christos, Hamdani, Rajaa El, Amariles, David Restrepo, Vazirgiannis, Michalis
سنة النشر: 2020
المجموعة: Computer Science
مصطلحات موضوعية: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Information Retrieval, Computer Science - Machine Learning
الوصف: Artificial Intelligence techniques are already popular and important in the legal domain. We extract legal indicators from judicial judgment to decrease the asymmetry of information of the legal system and the access-to-justice gap. We use NLP methods to extract interesting entities/data from judgments to construct networks of lawyers and judgments. We propose metrics to rank lawyers based on their experience, wins/loss ratio and their importance in the network of lawyers. We also perform community detection in the network of judgments and propose metrics to represent the difficulty of cases capitalising on communities features.
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2006.06251
رقم الأكسشن: edsarx.2006.06251
قاعدة البيانات: arXiv