Papers by Matthieu Allain
Complex Labelling and Similarity Prediction in Legal Texts: Automatic Analysis of France’s Court of Cassation Rulings (2022.lrec-1)
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Thibault Charmet, Inès Cherichi, Matthieu Allain, Urszula Czerwinska, Amaury Fouret, Benoît Sagot, Rachel Bawden
| Challenge: | Detecting divergences in the applications of the law is an important task . divergencies can occur at three levels: within the Cour de Cassation, between trial courts and, more rarely, between a trial court and the Cour of Cassion. |
| Approach: | They propose to provide automatic tools to facilitate the search for similar rulings . they provide automatic keyword sequence generation models and predict keyword sequences based on available texts . |
| Outcome: | The proposed tools improve correlations between the obtained similarities and human judgments of similarity. |