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List of publications
- Mathias Vast, Basile van Cooten, Laure Soulier, Benjamin Piwowarski. Understanding Matching Mechanisms in Cross-Encoders. Workshop on Explainability in Information Retrieval, Jul 2025, Padova, Italy, Italy. ⟨hal-05122957v2⟩
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- Arthur Satouf, Gabriel Ben-Zenou, Benjamin Piwowarski, Habiboulaye Amadou-Boubacar, Pablo Piantanida. Rational Retrieval Acts: Leveraging Pragmatic Reasoning to Improve Sparse Retrieval. 2025. ⟨hal-05074220⟩
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- Tilahun Yeshambel, Moncef Garouani, Serge Molina, Josiane Mothe. Dense Retrieval for Low Resource languages - the Case of Amharic Language. SIGIR '25: The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2025, Padua, Italy. pp.3098-3100, ⟨10.1145/3726302.3730274⟩. ⟨hal-05195625⟩
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- Mathias Vast, Basile van Cooten, Laure Soulier, Benjamin Piwowarski. Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders. ICTIR '24: The 2024 ACM SIGIR International Conference on the Theory of Information Retrieval, Jul 2024, Washington DC, United States. pp.133-143, ⟨10.1145/3664190.3672528⟩. ⟨hal-04668348⟩
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- Alae Bouchiba, Adrian-Gabriel Chifu, Sébastien Fournier, Lorraine Goeuriot, Philippe Mulhem. Vers des RAGs intégrant véracité, subjectivité et explicabilité. Atelier Intelligence Artificielle générative et ÉDUcation : Enjeux, Défis et Perspectives de Recherche 2025 (IA-ÉDU), Abdellah FOURTASSI; Lucile GELIN; Ismail BADACHE, Jun 2025, Marseille (13), France. ⟨hal-05217429⟩
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- Mathias Vast, Yuxuan Zong, Benjamin Piwowarski, Laure Soulier. Simple Domain Adaptation for Sparse Retrievers. Advances in Information Retrieval, 14610, Springer Nature Switzerland, pp.403-412, 2024, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-56063-7_32⟩. ⟨hal-04517668⟩
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- Mathias Vast, Basile van Cooten, Laure Soulier, Benjamin Piwowarski. Comprendre la Nature des Signaux de Correspondance dans les Modèles Neuronaux pour la RI. Conférence en Recherche d’Information et Applications, Association francophone de Recherche d’Information et Applications, Jun 2025, Marseille, France. ⟨hal-05122843⟩
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- Mohamed Amine El Yagouby, Philippe Mulhem, Jean-Pierre Chevallet, Éric Gaussier. Cadre d'évaluation pour les systèmes de génération augmentée (RAG) : combinaison des performances de recherche d'informations et de LLM. 20e Conférence en Recherche d’Information et Applications (CORIA), Frédéric BECHET; Adrian-Gabriel CHIFU, Jun 2025, Marseille (13), France. ⟨hal-05217350⟩
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- Hanane Djeddal, Pierre Erbacher, Raouf Toukal, Laure Soulier, Karen Pinel-Sauvagnat, et al.. An Evaluation Framework for Attributed Information Retrieval using Large Language Models. CiKM'24 - 33rd ACM International Conference on Information and Knowledge Management, ACM, Oct 2024, Boise, Idaho, United States. ⟨10.1145/3627673.3679172⟩. ⟨hal-04720446⟩
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- Yuxuan Zong, Benjamin Piwowarski. Towards Lossless Token Pruning in Late-Interaction Retrieval Models. The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2025, Padoue, Italy. 2025, 979-8-4007-1592-1/2025/07. ⟨10.1145/3726302.3730100⟩. ⟨hal-05037885⟩
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- Josiane Mothe, Serge Molina. Ingénierie d'Invite pour la Traduction Automatique de Langues Vraiment peu Dotées - Etude Préliminaire du Cas de l'Occitan. CORIA-RJCRI 2024, Apr 2024, La Rochelle, France. ⟨10.24348/coria.2024.long_25⟩. ⟨hal-04727970⟩
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