Modèle de langue pour l'ordonnancement conjoint d'entités pertinentes dans un réseau d'informations hétérogènes . - Laure Soulier; Lamjed Ben Jabeur; Lynda Tamine; Wahiba Bahsoun (INFORSID, 2012)

BibRank: a language-based model for co-ranking entities in bibliographic networks. - Laure Soulier; Lamjed Ben Jabeur; Lynda Tamine; Wahiba Bahsoun (JCDL, 2012)

A Collaborative Document Ranking Model for a Multi-faceted Search. - Laure Soulier; Lynda Tamine; Wahiba Bahsoun (AIRS, 2013)

On ranking relevant entities in heterogeneous networks using a language-based model. - Laure Soulier; Lamjed Ben Jabeur; Lynda Tamine; Wahiba Bahsoun (J. Assoc. Inf. Sci. Technol., 2013)

Un modèle de recherche d'information collaborative basé sur l'expertise des utilisateurs. - Laure Soulier; Lynda Tamine; Wahiba Bahsoun (CORIA-CIFED, 2014)

User-driven system-mediated collaborative information retrieval. - Laure Soulier; Chirag Shah 001; Lynda Tamine (SIGIR, 2014)

On domain expertise-based roles in collaborative information retrieval. - Laure Soulier; Lynda Tamine; Wahiba Bahsoun (Inf. Process. Manag., 2014)

Définition et évaluation de modèles de recherche d'information collaborative basés sur les compétences de domaine et les rôles des utilisateurs. (Definition and evaluation of collaborative ranking models based on users' domain expertise and roles). - Laure Soulier (2014)

ECol 2015: First international workshop on the Evaluation on Collaborative Information Seeking and Retrieval. - Leif Azzopardi; Jeremy Pickens; Tetsuya Sakai; Laure Soulier; Lynda Tamine (CIKM, 2015)

Understanding the Impact of the Role Factor in Collaborative Information Retrieval. - Lynda Tamine; Laure Soulier (CIKM, 2015)

IRIT at CLEF 2015: A Product Search Model for Head Queries. - Lamjed Ben Jabeur; Laure Soulier; Lynda Tamine (CLEF (Working Notes), 2015)

Définition et exploitation des méta-rôles des utilisateurs pour la recherche d'information collaborative. - Laure Soulier; Lynda Tamine (CORIA, 2015)

IRIT at TREC Microblog 2015. - Abdelhamid Chellal; Lamjed Ben Jabeur; Laure Soulier; Bilel Moulahi; Thomas Palmer; Mohand Boughanem; Karen Pinel-Sauvagnat; Lynda Tamine; Gilles Hubert 001 (TREC, 2015)

Vers l'intégration des métarôles pour la recherche d'information collaborative. - Laure Soulier; Lynda Tamine (Document Numérique, 2015)

Answering Twitter Questions: a Model for Recommending Answerers through Social Collaboration. - Laure Soulier; Lynda Tamine; Gia-Hung Nguyen (CIKM, 2016)

Living Ranking: from Online to Real-time Information Retrieval Evaluation. - Lamjed Ben Jabeur; Laure Soulier; Paul Mousset; Lynda Tamine (CLEF (Working Notes), 2016)

A Product Feature-Based User-Centric Ranking Model for E-Commerce Search. - Lamjed Ben Jabeur; Laure Soulier; Lynda Tamine; Paul Mousset (CLEF, 2016)

Quels facteurs de pertinence pour la recherche de produits ecommerce ? - Laure Soulier; Lamjed Ben Jabeur; Paul Mousset; Lynda Tamine (CORIA-CIFED, 2016)

Collaborative Information Retrieval: Concepts, Models and Evaluation. - Lynda Tamine; Laure Soulier (ECIR, 2016)

Social Media-Based Collaborative Information Access: Analysis of Online Crisis-Related Twitter Conversations. - Lynda Tamine; Laure Soulier; Lamjed Ben Jabeur; Frédéric Amblard; Chihab Hanachi; Gilles Hubert 001; Camille Roth (HT, 2016)

Collaborative Information Retrieval: Frameworks, Theoretical Models, and Emerging Topics. - Lynda Tamine; Laure Soulier (ICTIR, 2016)

Toward a Deep Neural Approach for Knowledge-Based IR. - Gia-Hung Nguyen; Lynda Tamine; Laure Soulier; Nathalie Bricon-Souf (CoRR, 2016)

MineRank: Leveraging users' latent roles for unsupervised collaborative information retrieval. - Laure Soulier; Lynda Tamine; Chirag Shah 001 (Inf. Process. Manag., 2016)

Report on the First International Workshop on the Evaluation on Collaborative Information Seeking and Retrieval (ECol'2015). - Laure Soulier; Lynda Tamine; Tetsuya Sakai; Leif Azzopardi; Jeremy Pickens (SIGIR Forum, 2016)

Learning Concept-Driven Document Embeddings for Medical Information Search. - Gia-Hung Nguyen; Lynda Tamine; Laure Soulier; Nathalie Souf (AIME, 2017)

Second International Workshop On the Evaluation of Collaborative Information Seeking and Retrieval (Ecol'17). - Leif Azzopardi; Jeremy Pickens; Chirag Shah 001; Laure Soulier; Lynda Tamine (CHIIR, 2017)

LIP6@CLEF2017: Multi-Modal Spatial Role Labeling using Word Embeddings. - Eloi Zablocki; Patrick Bordes; Laure Soulier; Benjamin Piwowarski; Patrick Gallinari (CLEF (Working Notes), 2017)

Modèle Neuronal de Recherche d'Information Augmenté par une Ressource Sémantique. - Gia-Hung Nguyen; Lynda Tamine; Laure Soulier; Nathalie Bricon-Souf (CORIA, 2017)

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 (ICTIR, 2017)

On the Collaboration Support in Information Retrieval. - Laure Soulier; Lynda Tamine (ACM Comput. Surv., 2017)

Report on the Second International Workshop on the Evaluation on Collaborative Information Seeking and Retrieval (ECol?2017 @ CHIIR). - Leif Azzopardi; Jeremy Pickens; Chirag Shah 001; Laure Soulier; Lynda Tamine (SIGIR Forum, 2017)

Learning Multi-Modal Word Representation Grounded in Visual Context. - Eloi Zablocki; Benjamin Piwowarski; Laure Soulier; Patrick Gallinari (AAAI, 2018)

Modèle neuronal tripartite pour la représentation de documents. - Gia-Hung Nguyen; Lynda Tamine; Laure Soulier; Nathalie Bricon-Souf (CORIA, 2018)

A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems. - Wafa Aissa; Laure Soulier; Ludovic Denoyer (SCAI@EMNLP, 2018)

A Tri-Partite Neural Document Language Model for Semantic Information Retrieval. - Gia-Hung Nguyen; Lynda Tamine; Laure Soulier; Nathalie Souf (ESWC, 2018)

Images and Recipes: Retrieval in the Cooking Context. - Micael Carvalho; Rémi Cadène; David Picard; Laure Soulier; Matthieu Cord (ICDE Workshops, 2018)

Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings. - Micael Carvalho; Rémi Cadène; David Picard; Laure Soulier; Nicolas Thome; Matthieu Cord (SIGIR, 2018)

Images & Recipes: Retrieval in the cooking context. - Micael Carvalho; Rémi Cadène; David Picard; Laure Soulier; Matthieu Cord (CoRR, 2018)

Report on CLEF 2018: Experimental IR Meets Multilinguality, Multimodality, and Interaction. - Patrice Bellot; Linda Cappellato; Nicola Ferro 001; Josiane Mothe; Fionn Murtagh; Jian-Yun Nie; Eric SanJuan; Laure Soulier; Chiraz Trabelsi (SIGIR Forum, 2018)

Modèle de compréhension du besoin en information pour la recherche d'information conversationnelle. - Wafa Aissa; Laure Soulier; Ludovic Denoyer (CORIA, 2019)

Un modèle multimodal d'apprentissage de représentations de phrases qui préserve la sémantique visuelle. - Patrick Bordes; Eloi Zablocki; Laure Soulier; Benjamin Piwowarski; Patrick Gallinari (CORIA, 2019)

Incorporating Visual Semantics into Sentence Representations within a Grounded Space. - Patrick Bordes; Eloi Zablocki; Laure Soulier; Benjamin Piwowarski; Patrick Gallinari (EMNLP/IJCNLP (1), 2019)

Context-Aware Zero-Shot Learning for Object Recognition. - Eloi Zablocki; Patrick Bordes; Laure Soulier; Benjamin Piwowarski; Patrick Gallinari (ICML, 2019)

Offline versus Online Representation Learning of Documents Using External Knowledge. - Lynda Tamine; Laure Soulier; Gia-Hung Nguyen; Nathalie Souf (ACM Trans. Inf. Syst., 2019)

Capturing Entity Hierarchy in Data-to-Text Generative Models. - Clément Rebuffel; Laure Soulier; Geoffrey Scoutheeten; Patrick Gallinari (CIRCLE, 2020)

A Hierarchical Model for Data-to-Text Generation. - Clément Rebuffel; Laure Soulier; Geoffrey Scoutheeten; Patrick Gallinari (ECIR (1), 2020)

PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text Generation. - Clément Rebuffel; Laure Soulier; Geoffrey Scoutheeten; Patrick Gallinari (INLG, 2020)

Conversational Search for Learning Technologies. - Sharon L. Oviatt; Laure Soulier (CoRR, 2020)

État de l'art des approches de modélisation et de simulation utilisateur pour la recherche d'information conversationnelle. - Pierre Erbacher; Laure Soulier (CORIA, 2021)

Oubli catastrophique et approches neuronales pour la Recherche d'Information. - Jesús Lovón-Melgarejo; Laure Soulier; Karen Pinel-Sauvagnat; Lynda Tamine (CORIA, 2021)

Apprentissage non supervisé de représentations de mots à l'aide de réseaux de convolution bilinéaires sur des caractères. - Thomas Luka; Laure Soulier; David Picard (CORIA, 2021)

Studying Catastrophic Forgetting in Neural Ranking Models. - Jesús Lovón-Melgarejo; Laure Soulier; Karen Pinel-Sauvagnat; Lynda Tamine (ECIR (1), 2021)

Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation. - Clément Rebuffel; Thomas Scialom; Laure Soulier; Benjamin Piwowarski; Sylvain Lamprier; Jacopo Staiano; Geoffrey Scoutheeten; Patrick Gallinari (EMNLP (1), 2021)

Unsupervised Word Representations Learning with Bilinear Convolutional Network on Characters. - Thomas Luka; Laure Soulier; David Picard (ESANN, 2021)

MLIA-LIP6@TREC-CAST2021: Feature augmentation for query recontextualization and passage ranking. - Nawel Astaouti; Thomas Gerald; Maya Touzari; Laure Soulier; Jian-Yun Nie (TREC, 2021)

Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs - Abstract. - Hanane Djeddal; Thomas Gerald; Laure Soulier; Karen Pinel-Sauvagnat; Lynda Tamine (CIRCLE, 2022)

Interactive Query Clarification and Refinement via User Simulation - Abstract. - Pierre Erbacher; Ludovic Denoyer; Laure Soulier (CIRCLE, 2022)

Continual Learning of Long Topic Sequences in Neural Information Retrieval - abstract. - Thomas Gerald; Laure Soulier (CIRCLE, 2022)

Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs. - Hanane Djeddal; Thomas Gerald; Laure Soulier; Karen Pinel-Sauvagnat; Lynda Tamine (ECIR (2), 2022)

Continual Learning of Long Topic Sequences in Neural Information Retrieval. - Thomas Gerald; Laure Soulier (ECIR (1), 2022)

Learning a subspace of policies for online adaptation in Reinforcement Learning. - Jean-Baptiste Gaya; Laure Soulier; Ludovic Denoyer (ICLR, 2022)

Interactive Query Clarification and Refinement via User Simulation. - Pierre Erbacher; Ludovic Denoyer; Laure Soulier (SIGIR, 2022)

MLIA-DAC@TREC CAsT 2022: Sparse Contextualized Query Embedding. - Nam Le Hai; Thomas Gerald; Thibault Formal; Jian-Yun Nie; Benjamin Piwowarski; Laure Soulier (TREC, 2022)

State of the Art of User Simulation approaches for conversational information retrieval. - Pierre Erbacher; Laure Soulier; Ludovic Denoyer (CoRR, 2022)

Controlling hallucinations at word level in data-to-text generation. - Clément Rebuffel; Marco Roberti; Laure Soulier; Geoffrey Scoutheeten; Rossella Cancelliere; Patrick Gallinari (Data Min. Knowl. Discov., 2022)

Neural Language Models for Faithful Data-to-Text Generation and Proactive Conversational Search. - Laure Soulier (2023)

CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval. - Nam Le Hai; Thomas Gerald; Thibault Formal; Jian-Yun Nie; Benjamin Piwowarski; Laure Soulier (ECIR (1), 2023)

Improving generalization in large langue model by learning prefix subspaces. - Louis Falissard; Vincent Guigue; Laure Soulier (EMNLP (Findings), 2023)

Building a Subspace of Policies for Scalable Continual Learning. - Jean-Baptiste Gaya; Thang Doan; Lucas Caccia; Laure Soulier; Ludovic Denoyer; Roberta Raileanu (ICLR, 2023)

Enhancing factualness and controllability of Data-to-Text Generation via data Views and constraints. - Craig Thomson; Clément Rebuffel; Ehud Reiter; Laure Soulier; Somayajulu Sripada; Patrick Gallinari (INLG, 2023)

Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. - Alexandre Ramé; Guillaume Couairon; Corentin Dancette; Jean-Baptiste Gaya; Mustafa Shukor; Laure Soulier; Matthieu Cord (NeurIPS, 2023)

Dynamic Named Entity Recognition. - Tristan Luiggi; Vincent Guigue; Laure Soulier; Siwar Jendoubi; Aurélien Baelde (SAC, 2023)

Intégration du raisonnement numérique dans les modèles de langue : État de l'art et direction de recherche. - Sarah Abchiche; Lynda Said L'Hadj; Vincent Guigue; Laure Soulier (CORIA-TALN, 2023)

Augmentation de jeux de données RI pour la recherche conversationnelle à initiative mixte. - Pierre Erbacher; Philippe Preux; Jian-Yun Nie; Laure Soulier (CORIA-TALN, 2023)

Apprentissage de sous-espaces de préfixes. - Louis Falissard; Vincent Guigue; Laure Soulier (CORIA-TALN, 2023)

CoSPLADE : Adaptation d'un Modèle Neuronal Basé sur des Représentations Parcimonieuses pour la Recherche d'Information Conversationnelle. - Nam Le Hai; Thomas Gerald; Thibault Formal; Jian-Yun Nie; Benjamin Piwowarksi; Laure Soulier (CORIA-TALN, 2023)

Improving generalization in large language models by learning prefix subspaces. - Louis Falissard; Vincent Guigue; Laure Soulier (CoRR, 2023)

CIRCLE: Multi-Turn Query Clarifications with Reinforcement Learning. - Pierre Erbacher; Laure Soulier (CoRR, 2023)

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 (CIKM, 2024)

Vers des LLMs fiables pour les tâches de la recherche d'information. - Hanane Djeddal; Pierre Erbacher; Laure Soulier; Karen Pinel-Sauvagnat; Sophia Katrenko; Lynda Tamine (CORIA, 2024)

Naviguer dans l'incertitude : optimiser la dépendance aux API des systèmes question/réponse. - Pierre Erbacher; Louis Falissard; Vincent Guigue; Laure Soulier (CORIA, 2024)

PAQA: Vers des systèmes ProActifs face aux Questions Ambiguës. - Pierre Erbacher; Jian-Yun Nie; Philippe Preux; Laure Soulier (CORIA, 2024)

O-CALM : Augmentation du contexte hors ligne avec un large language model pour la reconnaissance des entités nommées. - Tanguy Herserant; Tristan Luiggi; Thong Tran; Vincent Guigue; Laure Soulier (CORIA, 2024)

Adaptation de Domaine Simple pour la Recherche Parcimonieuse. - Mathias Vast; Yuxuan Zong; Basile Van Cooten; Benjamin Piwowarski; Laure Soulier (CORIA, 2024)

What Makes Multimodal In-Context Learning Work? - Folco Bertini Baldassini; Mustafa Shukor; Matthieu Cord; Laure Soulier; Benjamin Piwowarski (CVPR Workshops, 2024)

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 (EACL (1), 2024)

Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book QA. - Pierre Erbacher; Louis Falissard; Vincent Guigue; Laure Soulier (ECIR (3), 2024)

Simple Domain Adaptation for Sparse Retrievers. - Mathias Vast; Yuxuan Zong; Benjamin Piwowarski; Laure Soulier (ECIR (3), 2024)

CALM: Context Augmentation with Large Language Model for Named Entity Recognition. - Tristan Luiggi; Tanguy Herserant; Thong Tran; Laure Soulier; Vincent Guigue (TPDL (1), 2024)

Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders. - Mathias Vast; Basile Van Cooten; Laure Soulier; Benjamin Piwowarski (ICTIR, 2024)

Manipulation de Données Structurées et Interaction avec des Outils Externes grâce aux LLMs : L'Avenir de l'IA Générative dans les Systèmes d'Information ? - Laure Soulier (INFORSID, 2024)

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 (IVA, 2024)

LOCOST: Modèles Espace-État pour le Résumé Abstractif de Documents Longs. - Florian Le Bronnec; Song Duong; Alexandre Allauzen; Vincent Guigue; Alberto Lumbreras; Laure Soulier; Patrick Gallinari (TALN (2), 2024)

Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book Question Answering. - Pierre Erbacher; Louis Falissard; Vincent Guigue; Laure Soulier (CoRR, 2024)

Simple Domain Adaptation for Sparse Retrievers. - Mathias Vast; Yuxuan Zong; Basile Van Cooten; Benjamin Piwowarski; Laure Soulier (CoRR, 2024)

PAQA: Toward ProActive Open-Retrieval Question Answering. - Pierre Erbacher; Jian-Yun Nie; Philippe Preux; Laure Soulier (CoRR, 2024)

Investigating the impact of 2D gesture representation on co-speech gesture generation. - Teo Guichoux; Laure Soulier; Nicolas Obin; Catherine Pelachaud (CoRR, 2024)

Augmenting Ad-Hoc IR Dataset for Interactive Conversational Search. - Pierre Erbacher; Jian-Yun Nie; Philippe Preux; Laure Soulier (Trans. Mach. Learn. Res., 2024)

Report on the 15th Conference and Labs of the Evaluation Forum (CLEF 2024): Experimental IR Meets Multilinguality, Multimodality, and Interaction. - Giorgio Maria Di Nunzio; Guglielmo Faggioli; Nicola Ferro 001; Petra Galuscáková; Alba García Seco de Herrera; Lorraine Goeuriot; Philippe Mulhem; Georges Quénot; Didier Schwab; Laure Soulier (SIGIR Forum, 2024)

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 (ICLR, 2025)

Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting. - Mohamed Salim Aissi; Clément Romac; Thomas Carta; Sylvain Lamprier; Pierre-Yves Oudeyer; Olivier Sigaud; Laure Soulier; Nicolas Thome (NAACL (Findings), 2025)

Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation. - Anfu Tang; Laure Soulier; Vincent Guigue (SIGIR, 2025)

VIPER: Visual Perception and Explainable Reasoning for Sequential Decision-Making. - Mohamed Salim Aissi; Clémence Grislain; Mohamed Chetouani; Olivier Sigaud; Laure Soulier; Nicolas Thome (CoRR, 2025)

Understanding Matching Mechanisms in Cross-Encoders. - Mathias Vast; Basile Van Cooten; Laure Soulier; Benjamin Piwowarski (CoRR, 2025)