Identification of judicial outcomes in judgments: a generalized gini-pls approach

HIGHLIGHTS

• who: Gildas Tagny-Ngompé and collaborators from the EuroMov Digital Health in Motion, University of Montpellier, IMT Mines Ales, Ales, France have published the research: Identification of Judicial Outcomes in Judgments: A Generalized Gini-PLS Approach, in the Journal: (JOURNAL)
• what: This paper presents and compares several text classification models that can be used to extract the outcome of a judgment from justice decisions i.e. legal documents summarizing the different rulings made by a judge. The authors propose in particular the generalized Gini-PLS which better considers the information in the distribution tails while . . .
  

   

  

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