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Mathias Vast
- Équipe: MLIA
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-05122957⟩
- 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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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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- 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⟩
