Charles Condevaux
Domaines de recherche
Publications
Publications
Le traitement automatisé du langage naturel : l’apport des transformers et les enjeux pour les sciences économiquesRevue d'économie politique, 2025, Vol. 134 (6), pp.947-978. ⟨10.3917/redp.346.0947⟩ |
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Article 700 Identification in Judicial Judgments: Comparing Transformers and Machine Learning ModelsStats, 2024, 7 (4), pp.1421 - 1436. ⟨10.3390/stats7040083⟩ |
Generalized Gini linear and quadratic discriminant analysesMETRON, 2020, 78 (2), pp.219-236. ⟨10.1007/s40300-020-00178-2⟩ |
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Neural Legal Outcome Prediction with Partial Least Squares CompressionStats, 2020, 3 (3), pp.396-411. ⟨10.3390/stats3030025⟩ |
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LSG Attention: Extrapolation of pretrained Transformers to long sequencesPAKDD 2023 - The 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, May 2023, Osaka, Japan. ⟨10.1007/978-3-031-33374-3_35⟩ |
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Fair and Efficient Alternatives to Shapley-based Attribution MethodsECMLPKDD 2022 - The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2022, Grenoble, France. ⟨10.1007/978-3-031-26387-3_19⟩ |
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NER sur décisions judiciaires françaises : CamemBERT Judiciaire ou méthode ensembliste ?Extraction et Gestion des connaissances EGC'2022, Jan 2022, Blois, France |
Classification One-Shot faiblement supervisée par réseaux de neurones récurrents avec attention : application à la détection de résultat juridiqueEGC 2020 - Extraction et Gestion des Connaissances, Jan 2020, Bruxelles, Belgique |
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Weakly Supervised One-shot Classification using Recurrent Neural Networks with Attention: Application to Claim Acceptance DetectionJURIX 2019 32nd International Conference on Legal Knowledge and Information Systems, Dec 2019, Madrid, Spain. ⟨10.3233/faia190303⟩ |
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Scribe: A Specialized Collaborative Tool for Legal Judgment AnnotationEnrico Francesconi; Georg Borges; Christoph Sorge. Legal Knowledge and Information Systems, 362, IOS Press, pp.290-293, 2022, Frontiers in Artificial Intelligence and Applications, 978-1-64368-364-5. ⟨10.3233/FAIA220483⟩ |
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Linking Appellate Judgments to Tribunal Judgments – Benchmarking Different ML TechniquesEnrico Francesconi; Georg Borges; Christoph Sorge. Legal Knowledge and Information Systems, 362, IOS Press, pp.33-42, 2022, Frontiers in Artificial Intelligence and Applications, 978-1-64368-364-5. ⟨10.3233/FAIA220446⟩ |
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Méthodes d'apprentissage automatique pour l'analyse de corpus jurisprudentielsIntelligence artificielle [cs.AI]. Université de Nîmes, 2021. Français. ⟨NNT : 2021NIME0008⟩ |