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The typical judicial pathway is made of a judgment by a tribunal followed by a decision of an appellate court. However, the link between both documents is sometimes difficult to establish because of missing, incorrect or badly formatted references, pseudonymization, or poor drafting specific to each jurisdiction. This paper first shows that it is p...
Scribe is a legal judgment annotation platform. Its objective is to improve dataset quality for machine learning models, to make annotation task faster and easier, and to boost interactions between annotators and developers. The platform manages 3 different classes of annotation: claims, named entities and sections. The platform facilitates the exp...
Nous étudions dans cet article les apports respectifs de différentes re-présentations de mots, de la méthode ensembliste et d'un transformer spécialisé que nous appelons CamemBERT judiciaire, sur la tâche de recherche d'entités nommées dans les décisions de justice françaises. Nous comparons les performances des modèles BiLSTM-CRFs entre eux, indiv...
This file is a poster to present our Master thesis (in French).