Publications

Mathias Vast, Basile Van Cooten, Laure Soulier, Benjamin Piwowarski (2024). Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders.
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Raphaël Mouravieff, Benjamin Piwowarski, Sylvain Lamprier (2024). Learning Relational Decomposition of Queries for Question Answering from Tables. ACL 2024.
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Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant (2024). Towards Effective and Efficient Sparse Neural Information Retrieval. ACM Transactions on Information Systems.
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Folco Bertini Baldassini, Mustafa Shukor, Matthieu Cord, Laure Soulier, Benjamin Piwowarski (2024). What Makes Multimodal In-Context Learning Work?.
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Stéphane Clinchant, Thibault Formal, Carlos Lassance, Benjamin Piwowarski (2023). Neural ranking model for generating sparse representations for information retrieval.
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Laura Nguyen, Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano (2023). LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization. EACL 2023.
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Laura Nguyen, Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano (2023). LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization.
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Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier (2023). CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval.
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Yuxuan Zong, Benjamin Piwowarski (2023). XPMIR: Une bibliothèque modulaire pour l'apprentissage d'ordonnancement et les expériences de RI neuronale.
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Yuxuan Zong, Benjamin Piwowarski (2023). XpmIR: A Modular Library for Learning to Rank and Neural IR Experiments.
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