| 2026 | ECIR | RAC: Retrieval-Augmented Clarification for Faithful Conversational Search. | Ahmed Rayane Kebir, Vincent Guigue, Lynda Said L'Hadj, Laure Soulier |
| 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 | From Tokens to Concepts: Leveraging SAE for SPLADE. | Yuxuan Zong, Mathias Vast, Basile Van Cooten, Laure Soulier, Benjamin Piwowarski |
| 2025 | ICLR | SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation. | Song Duong, Florian Le Bronnec, Alexandre Allauzen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari |
| 2025 | NAACL | Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting. | Mohamed Salim Aissi, Clment Romac, Thomas Carta, Sylvain Lamprier, Pierre-Yves Oudeyer, Olivier Sigaud, Laure Soulier, Nicolas Thome |
| 2025 | SIGIR | Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation. | Anfu Tang, Laure Soulier, Vincent Guigue |
| 2024 | CIKM | An Evaluation Framework for Attributed Information Retrieval using Large Language Models. | Hanane Djeddal, Pierre Erbacher, Raouf Toukal, Laure Soulier, Karen Pinel-Sauvagnat, Sophia Katrenko, Lynda Tamine |
| 2024 | CVPR | What Makes Multimodal In-Context Learning Work? | Folco Bertini Baldassini, Mustafa Shukor, Matthieu Cord, Laure Soulier, Benjamin Piwowarski |
| 2024 | EACL | LOCOST: State-Space Models for Long Document Abstractive Summarization. | Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari |
| 2024 | ECIR | Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book QA. | Pierre Erbacher, Louis Falissard, Vincent Guigue, Laure Soulier |
| 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 |
| 2024 | IVA | 2D or not 2D: How Does the Dimensionality of Gesture Representation Affect 3D Co-Speech Gesture Generation? | Teo Guichoux, Laure Soulier, Nicolas Obin, Catherine Pelachaud |
| 2023 | ECIR | CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval. | Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier |
| 2023 | EMNLP | Improving generalization in large langue model by learning prefix subspaces. | Louis Falissard, Vincent Guigue, Laure Soulier |
| 2023 | ICLR | Building a Subspace of Policies for Scalable Continual Learning. | Jean-Baptiste Gaya, Thang Doan, Lucas Caccia, Laure Soulier, Ludovic Denoyer, Roberta Raileanu |
| 2023 | INLG | Enhancing factualness and controllability of Data-to-Text Generation via data Views and constraints. | Craig Thomson, Clment Rebuffel, Ehud Reiter, Laure Soulier, Somayajulu Sripada, Patrick Gallinari |
| 2023 | SAC | Dynamic Named Entity Recognition. | Tristan Luiggi, Vincent Guigue, Laure Soulier, Siwar Jendoubi, Aurlien Baelde |
| 2022 | ECIR | Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs. | Hanane Djeddal, Thomas Gerald, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine |
| 2022 | ECIR | Continual Learning of Long Topic Sequences in Neural Information Retrieval. | Thomas Gerald, Laure Soulier |
| 2022 | ICLR | Learning a subspace of policies for online adaptation in Reinforcement Learning. | Jean-Baptiste Gaya, Laure Soulier, Ludovic Denoyer |
| 2022 | SIGIR | Interactive Query Clarification and Refinement via User Simulation. | Pierre Erbacher, Ludovic Denoyer, Laure Soulier |
| 2021 | ECIR | Studying Catastrophic Forgetting in Neural Ranking Models. | Jess Lovn-Melgarejo, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine |
| 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 | ESANN | Unsupervised Word Representations Learning with Bilinear Convolutional Network on Characters. | Thomas Luka, Laure Soulier, David Picard |
| 2021 | SIGIR | State of the Art of User Simulation Approaches for Conversational Information Retrieval. | Pierre Erbacher, Laure Soulier, Ludovic Denoyer |
| 2020 | ECIR | A Hierarchical Model for Data-to-Text Generation. | Clment Rebuffel, Laure Soulier, Geoffrey Scoutheeten, Patrick Gallinari |
| 2020 | INLG | PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text Generation. | Clment Rebuffel, Laure Soulier, Geoffrey Scoutheeten, Patrick Gallinari |
| 2019 | EMNLP | Incorporating Visual Semantics into Sentence Representations within a Grounded Space. | Patrick Bordes, Eloi Zablocki, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari |
| 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 |
| 2018 | EMNLP | A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems. | Wafa Aissa, Laure Soulier, Ludovic Denoyer |
| 2018 | ICDE | Images and Recipes: Retrieval in the Cooking Context. | Micael Carvalho, Rmi Cadne, David Picard, Laure Soulier, Matthieu Cord |
| 2018 | SIGIR | Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings. | Micael Carvalho, Rmi Cadne, David Picard, Laure Soulier, Nicolas Thome, Matthieu Cord |
| 2017 | AIME | Learning Concept-Driven Document Embeddings for Medical Information Search. | Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Souf |
| 2017 | CHIIR | Second International Workshop On the Evaluation of Collaborative Information Seeking and Retrieval (Ecol'17). | Leif Azzopardi, Jeremy Pickens, Chirag Shah, Laure Soulier, Lynda Tamine |
| 2017 | ICTIR | DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents. | Gia-Hung Nguyen, Laure Soulier, Lynda Tamine, Nathalie Bricon-Souf |
| 2016 | CIKM | Answering Twitter Questions: a Model for Recommending Answerers through Social Collaboration. | Laure Soulier, Lynda Tamine, Gia-Hung Nguyen |
| 2016 | ECIR | Collaborative Information Retrieval: Concepts, Models and Evaluation. | Lynda Tamine, Laure Soulier |
| 2016 | ICTIR | Collaborative Information Retrieval: Frameworks, Theoretical Models, and Emerging Topics. | Lynda Tamine, Laure Soulier |
| 2015 | CIKM | ECol 2015: First international workshop on the Evaluation on Collaborative Information Seeking and Retrieval. | Leif Azzopardi, Jeremy Pickens, Tetsuya Sakai, Laure Soulier, Lynda Tamine |
| 2015 | CIKM | Understanding the Impact of the Role Factor in Collaborative Information Retrieval. | Lynda Tamine, Laure Soulier |
| 2014 | SIGIR | User-driven system-mediated collaborative information retrieval. | Laure Soulier, Chirag Shah, Lynda Tamine |