| 2026 | ACL | The GDN-CC Dataset: Automatic Corpus Clarification for AI-enhanced Democratic Citizen Consultations. | Pierre-Antoine Lequeu, Lo Labat, Laurne Cave, Gal Lejeune, Franois Yvon, Benjamin Piwowarski |
| 2026 | ACL | ToMMeR - Efficient Entity Mention Detection from Large Language Models. | Victor Morand, Nadi Tomeh, Josiane Mothe, Benjamin Piwowarski |
| 2026 | EACL | QueStER: Query Specification for Generative Keyword-Based Retrieval. | Arthur Satouf, Yuxuan Zong, Habiboulaye Amadou Boubacar, Pablo Piantanida, Benjamin Piwowarski |
| 2026 | SIGIR | IR Lens: A Tool for Interpreting Cross-Encoder Models. | Mihai Branga-Peicu, Mathias Vast, Basile Van Cooten, Laure Soulier, Jules Franoise, Benjamin Piwowarski, Baptiste Caramiaux |
| 2026 | SIGIR | A Voronoi Cell Formulation for Principled Token Pruning in Late-Interaction Retrieval Models. | Yash Kankanampati, Yuxuan Zong, Nadi Tomeh, Benjamin Piwowarski, Joseph Le Roux |
| 2026 | SIGIR | From Tokens to Concepts: Leveraging SAE for SPLADE. | Yuxuan Zong, Mathias Vast, Basile Van Cooten, Laure Soulier, Benjamin Piwowarski |
| 2025 | ACL | MEXMA: Token-level objectives improve sentence representations. | Joo Maria Janeiro, Benjamin Piwowarski, Patrick Gallinari, Loc Barrault |
| 2025 | ACL | Structural Deep Encoding for Table Question Answering. | Raphal Mouravieff, Benjamin Piwowarski, Sylvain Lamprier |
| 2025 | EMNLP | Mixture of Languages: Improved Multilingual Encoders Through Language Grouping. | Joo Maria Janeiro, Belen Alastruey, Francisco Massa, Maha Elbayad, Benjamin Piwowarski, Patrick Gallinari, Loc Barrault |
| 2025 | EMNLP | Context Copying Modulation: The Role of Entropy Neurons in Managing Parametric and Contextual Knowledge Conflicts. | Zineddine Tighidet, Andrea Mogini, Hdi Ben-Younes, Jiali Mei, Patrick Gallinari, Benjamin Piwowarski |
| 2025 | SIGIR | Rational Retrieval Acts: Leveraging Pragmatic Reasoning to Improve Sparse Retrieval. | Arthur Satouf, Gabriel Ben Zenou, Benjamin Piwowarski, Habiboulaye Amadou Boubacar, Pablo Piantanida |
| 2025 | SIGIR | Towards Lossless Token Pruning in Late-Interaction Retrieval Models. | Yuxuan Zong, Benjamin Piwowarski |
| 2024 | ACL | Learning Relational Decomposition of Queries for Question Answering from Tables. | Raphal Mouravieff, Benjamin Piwowarski, Sylvain Lamprier |
| 2024 | CVPR | What Makes Multimodal In-Context Learning Work? | Folco Bertini Baldassini, Mustafa Shukor, Matthieu Cord, Laure Soulier, Benjamin Piwowarski |
| 2024 | ECIR | Simple Domain Adaptation for Sparse Retrievers. | Mathias Vast, Yuxuan Zong, Benjamin Piwowarski, Laure Soulier |
| 2024 | ICTIR | Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders. | Mathias Vast, Basile Van Cooten, Laure Soulier, Benjamin Piwowarski |
| 2023 | EACL | LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization. | Laura Nguyen, Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano |
| 2023 | ECIR | Query Performance Prediction for Neural IR: Are We There Yet? | Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stphane Clinchant, Nicola Ferro, Benjamin Piwowarski |
| 2023 | ECIR | CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval. | Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier |
| 2023 | ICTIR | Towards Query Performance Prediction for Neural Information Retrieval: Challenges and Opportunities. | Guglielmo Faggioli, Thibault Formal, Simon Lupart, Stefano Marchesin, Stphane Clinchant, Nicola Ferro, Benjamin Piwowarski |
| 2023 | SIGIR | XpmIR: A Modular Library for Learning to Rank and Neural IR Experiments. | Yuxuan Zong, Benjamin Piwowarski |
| 2022 | ECIR | Match Your Words! A Study of Lexical Matching in Neural Information Retrieval. | Thibault Formal, Benjamin Piwowarski, Stphane Clinchant |
| 2022 | ICML | Generative Cooperative Networks for Natural Language Generation. | Sylvain Lamprier, Thomas Scialom, Antoine Chaffin, Vincent Claveau, Ewa Kijak, Jacopo Staiano, Benjamin Piwowarski |
| 2022 | ICTIR | IRnator: A Framework for Discovering Users Needs from Sets of Suggestions. | Agns Mustar, Sylvain Lamprier, Benjamin Piwowarski |
| 2022 | SIGIR | Which Discriminator for Cooperative Text Generation? | Antoine Chaffin, Thomas Scialom, Sylvain Lamprier, Jacopo Staiano, Benjamin Piwowarski, Ewa Kijak, Vincent Claveau |
| 2022 | SIGIR | From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective. | Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stphane Clinchant |
| 2021 | ECIR | A White Box Analysis of ColBERT. | Thibault Formal, Benjamin Piwowarski, Stphane Clinchant |
| 2021 | EMNLP | Skim-Attention: Learning to Focus via Document Layout. | Laura Nguyen, Thomas Scialom, Jacopo Staiano, Benjamin Piwowarski |
| 2021 | EMNLP | Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation. | Clment Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari |
| 2021 | EMNLP | QuestEval: Summarization Asks for Fact-based Evaluation. | Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano, Alex Wang, Patrick Gallinari |
| 2021 | SIGIR | SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking. | Thibault Formal, Benjamin Piwowarski, Stphane Clinchant |
| 2020 | EMNLP | MLSUM: The Multilingual Summarization Corpus. | Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano |
| 2020 | ICML | Discriminative Adversarial Search for Abstractive Summarization. | Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano |
| 2020 | SIGIR | Experimaestro and Datamaestro: Experiment and Dataset Managers (for IR). | Benjamin Piwowarski |
| 2019 | ACL | Self-Attention Architectures for Answer-Agnostic Neural Question Generation. | Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano |
| 2019 | ACL | Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses. | tienne Simon, Vincent Guigue, Benjamin Piwowarski |
| 2019 | EMNLP | Incorporating Visual Semantics into Sentence Representations within a Grounded Space. | Patrick Bordes, Eloi Zablocki, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari |
| 2019 | EMNLP | Answers Unite! Unsupervised Metrics for Reinforced Summarization Models. | Thomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano |
| 2019 | ICML | Context-Aware Zero-Shot Learning for Object Recognition. | Eloi Zablocki, Patrick Bordes, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari |
| 2018 | AAAI | Learning Multi-Modal Word Representation Grounded in Visual Context. | Eloi Zablocki, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari |
| 2017 | SIGIR | Gaussian Embeddings for Collaborative Filtering. | Ludovic Dos Santos, Benjamin Piwowarski, Patrick Gallinari |
| 2013 | ICTIR | Quantum Mechanics and Information Retrieval: From Theory to Application. | Massimo Melucci, Benjamin Piwowarski |
| 2011 | ECIR | Processing Queries in Session in a Quantum-Inspired IR Framework. | Ingo Frommholz, Benjamin Piwowarski, Mounia Lalmas, Keith van Rijsbergen |
| 2011 | ICTIR | On the use of Complex Numbers in Quantum Models for Information Retrieval. | Guido Zuccon, Benjamin Piwowarski, Leif Azzopardi |
| 2011 | SIGIR | Handling data sparsity in collaborative filtering using emotion and semantic based features. | Yashar Moshfeghi, Benjamin Piwowarski, Joemon M. Jose |
| 2010 | CIKM | What can quantum theory bring to information retrieval. | Benjamin Piwowarski, Ingo Frommholz, Mounia Lalmas, Keith van Rijsbergen |
| 2010 | ECIR | Filtering Documents with Subspaces. | Benjamin Piwowarski, Ingo Frommholz, Yashar Moshfeghi, Mounia Lalmas, Keith van Rijsbergen |
| 2010 | SIGIR | A user behavior model for average precision and its generalization to graded judgments. | Georges Dupret, Benjamin Piwowarski |
| 2009 | ECIR | Movie Recommender: Semantically Enriched Unified Relevance Model for Rating Prediction in Collaborative Filtering. | Yashar Moshfeghi, Deepak Agarwal, Benjamin Piwowarski, Joemon M. Jose |
| 2009 | ICTIR | A Quantum-Based Model for Interactive Information Retrieval. | Benjamin Piwowarski, Mounia Lalmas |
| 2009 | WSDM | Mining user web search activity with layered bayesian networks or how to capture a click in its context. | Benjamin Piwowarski, Georges Dupret, Rosie Jones |
| 2008 | SIGIR | A user browsing model to predict search engine click data from past observations. | Georges Dupret, Benjamin Piwowarski |
| 2007 | AIED | Taking advantage of the Semantics of a Lesson Graph based on Learning Objects. | Olivier Motelet, Nelson Baloian, Benjamin Piwowarski, Jos A. Pino |
| 2007 | CIKM | Predictive user click models based on click-through history. | Benjamin Piwowarski, Hugo Zaragoza |
| 2007 | SPIRE | Enhancing Educational-Material Retrieval Using Authored-Lesson Metadata. | Olivier Motelet, Benjamin Piwowarski, Georges Dupret, Jos A. Pino, Nelson Baloian |
| 2006 | SIGIR | Evaluation in (XML) information retrieval: expected precision-recall with user modelling (EPRUM). | Benjamin Piwowarski, Georges Dupret |
| 2006 | SPIRE | Principal Components for Automatic Term Hierarchy Building. | Georges Dupret, Benjamin Piwowarski |
| 2006 | SPIRE | A Statistical Model of Query Log Generation. | Georges Dupret, Benjamin Piwowarski, Carlos A. Hurtado, Marcelo Mendoza |
| 2004 | CIKM | Providing consistent and exhaustive relevance assessments for XML retrieval evaluation. | Benjamin Piwowarski, Mounia Lalmas |