• Colloques
• Articles :

– Sid Ali Mahmoudi, Guillaume Zambrano, Charles Condevaux, Stéphane Mussard, Judicial claims predictions: comparing Judicial CamemBERT and TF-IDF, STATS, à paraître.

– ECML PKDD 2022 https://2022.ecmlpkdd.org/ . Fair and Efficient Alternatives to Shapley-based Attribution Methods, Charles Condevaux, Sébastien Harispe, Stéphane Mussard, European Conference on Machine learning [ECML PKDD] (rang A).

– Sid Ali Mahmoudi, Guillaume Zambrano, Charles Condevaux, Stéphane Mussard, Scribe: A Specialized Collaborative Tool for Legal Judgment Annotation. JURIX 2022: 290-293

– Charles Condevaux, Bruno Mathis, Sid Ali Mahmoudi, Stéphane Mussard, Guillaume Zambrano: Linking Appellate Judgments to Tribunal Judgments – Benchmarking Different ML Techniques. JURIX 2022: 33-42

– Charles Condevaux, Sébastien Harispe: LSG Attention: Extrapolation of Pretrained Transformers to Long Sequences. PAKDD (1) 2023: 443-454

– Alexandre G. de Lima, Mohand Boughanem, Eduardo Henrique da S. Aranha, Taoufiq Dkaki, José G. Moreno. Exploring SBERT and Mixup Data Augmentation in Rhetorical Role Labeling of Indian Legal Sentences. CIRCLE 2022

– Alexandre G. Lima, Jose G Moreno, Mohand Boughanem, Taoufiq Dkaki and Eduardo Aranha.    Leveraging Positional Encoding to Improve Fact Identification in Legal Documents. LEGALIR@ECIR2023.

– Alexandre G. Lima, Jose G Moreno, Mohand Boughanem, Taoufiq Dkaki and Eduardo Aranha. Evaluating Recent Legal Rhetorical Role Labeling Approaches Supported by Transformer Encoder. BRACIS 2023 (à paraître).

– Alexandre G. Lima, Jose G Moreno and Eduardo Aranha. IRIT_IRIS_A at SemEval-2023 Task 6: Legal Rhetorical Role Labeling Supported by Dynamic-Filled Contextualized Sentence Chunks. SemEval 2023 (à paraître).

– Nishchal Prasad, Mohand Boughanem, Taoufiq Dkaki. Effect of Hierarchical Domain-specific Language Models and Attention in the Classification of Decisions for Legal Cases. (CIRCLE 2022) https://ceur-ws.org/Vol-3178/CIRCLE_2022_paper_21.pdf

– Nishchal Prasad, Mohand Boughanem, Taoufiq Dkaki. Exploring Semi-supervised Hierarchical Stacked Encoder for Legal Judgement Prediction. (legalIR @ ECIR 2023) https://tmr.liacs.nl/legalIR/#section-4

– Nishchal Prasad, Mohand Boughanem, Taoufiq Dkaki. IRIT_IRIS_C at SemEval-2023 Task 6: A Multi-level Encoder-based Architecture for Judgement Prediction of Legal Cases and Their Explanation. (SemEval-2023 @ ACL 2023) (in publication).

– Alexandre Audibert, Massih-Reza Amini, Usevich Konstantin, Clausel Marianne. Tensor Decomposition for Multi-Target Deep-Learning in the context of Predictive Justice. Conférence Francophone d’Apprentissage (CAp), 2023

– Alexandre Audibert, Massih-Reza Amini, Usevich Konstantin, Clausel Marianne. The 61st Annual Meeting of the Association for Computational Linguistics (ACL Findings), 2023

• Rapports sur les spécifications techniques et algorithmiques
• Codes python