Laure Soulier

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 88

Top Venues

University of Toulouse, France (PHD)

Education History

University of Toulouse, France

PHD

Publications

Pierre Erbacher, Louis Falissard, Vincent Guigue, Laure Soulier
Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book Question Answering. CoRR (2024)
Mathias Vast, Yuxuan Zong, Basile Van Cooten, Benjamin Piwowarski, Laure Soulier
Simple Domain Adaptation for Sparse Retrievers. CoRR (2024)
Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
LOCOST: State-Space Models for Long Document Abstractive Summarization. CoRR (2024)
Pierre Erbacher, Jian-Yun Nie, Philippe Preux, Laure Soulier
Augmenting Ad-Hoc IR Dataset for Interactive Conversational Search. CoRR (2023)
Alexandre Ramé, Guillaume Couairon, Corentin Dancette, Jean-Baptiste Gaya, Mustafa Shukor, Laure Soulier, Matthieu Cord
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. NeurIPS (2023)
Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier
CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval. CoRR (2023)
Craig Thomson, Clément Rebuffel, Ehud Reiter, Laure Soulier, Somayajulu Sripada, Patrick Gallinari
Enhancing factualness and controllability of Data-to-Text Generation via data Views and constraints. INLG (2023)
Louis Falissard, Vincent Guigue, Laure Soulier
Improving generalization in large langue model by learning prefix subspaces. EMNLP (Findings) (2023)
Alexandre Ramé, Guillaume Couairon, Mustafa Shukor, Corentin Dancette, Jean-Baptiste Gaya, Laure Soulier, Matthieu Cord
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. CoRR (2023)
Tristan Luiggi, Vincent Guigue, Laure Soulier, Siwar Jendoubi, Aurélien Baelde
Dynamic Named Entity Recognition. SAC (2023)
Louis Falissard, Vincent Guigue, Laure Soulier
Improving generalization in large language models by learning prefix subspaces. CoRR (2023)
Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier
CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval. ECIR (1) (2023)
Jean-Baptiste Gaya, Thang Doan, Lucas Caccia, Laure Soulier, Ludovic Denoyer, Roberta Raileanu
Building a Subspace of Policies for Scalable Continual Learning. ICLR (2023)
Tristan Luiggi, Laure Soulier, Vincent Guigue, Siwar Jendoubi, Aurélien Baelde
Dynamic Named Entity Recognition. CoRR (2023)
Pierre Erbacher, Laure Soulier
CIRCLE: Multi-Turn Query Clarifications with Reinforcement Learning. CoRR (2023)
Clément Rebuffel, Marco Roberti, Laure Soulier, Geoffrey Scoutheeten, Rossella Cancelliere, Patrick Gallinari
Controlling hallucinations at word level in data-to-text generation. Data Min. Knowl. Discov. 36 (1) (2022)
Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier
MLIA-DAC@TREC CAsT 2022: Sparse Contextualized Query Embedding. TREC (2022)
Jean-Baptiste Gaya, Laure Soulier, Ludovic Denoyer
Learning a subspace of policies for online adaptation in Reinforcement Learning. ICLR (2022)
Pierre Erbacher, Laure Soulier, Ludovic Denoyer
State of the Art of User Simulation approaches for conversational information retrieval. CoRR (2022)
Hanane Djeddal, Thomas Gerald, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine
Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs - Abstract. CIRCLE (2022)
Hanane Djeddal, Thomas Gerald, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine
Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs. ECIR (2) (2022)
Thomas Gerald, Laure Soulier
Continual Learning of Long Topic Sequences in Neural Information Retrieval. CoRR (2022)
Thomas Gerald, Laure Soulier
Continual Learning of Long Topic Sequences in Neural Information Retrieval - abstract. CIRCLE (2022)
Pierre Erbacher, Ludovic Denoyer, Laure Soulier
Interactive Query Clarification and Refinement via User Simulation. SIGIR (2022)
Pierre Erbacher, Ludovic Denoyer, Laure Soulier
Interactive Query Clarification and Refinement via User Simulation. CoRR (2022)
Jean-Baptiste Gaya, Thang Doan, Lucas Caccia, Laure Soulier, Ludovic Denoyer, Roberta Raileanu
Building a Subspace of Policies for Scalable Continual Learning. CoRR (2022)
Pierre Erbacher, Ludovic Denoyer, Laure Soulier
Interactive Query Clarification and Refinement via User Simulation - Abstract. CIRCLE (2022)
Thomas Gerald, Laure Soulier
Continual Learning of Long Topic Sequences in Neural Information Retrieval. ECIR (1) (2022)
Jesús Lovón-Melgarejo, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine
Oubli catastrophique et approches neuronales pour la Recherche d'Information. CORIA (2021)
Pierre Erbacher, Laure Soulier
État de l'art des approches de modélisation et de simulation utilisateur pour la recherche d'information conversationnelle. CORIA (2021)
Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari
Data-QuestEval: A Referenceless Metric for Data to Text Semantic Evaluation. CoRR (2021)
Hanane Djeddal, Thomas Gerald, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine
Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs. CoRR (2021)
Thomas Luka, Laure Soulier, David Picard
Unsupervised Word Representations Learning with Bilinear Convolutional Network on Characters. ESANN (2021)
Clément Rebuffel, Marco Roberti, Laure Soulier, Geoffrey Scoutheeten, Rossella Cancelliere, Patrick Gallinari
Controlling Hallucinations at Word Level in Data-to-Text Generation. CoRR (2021)
Jean-Baptiste Gaya, Laure Soulier, Ludovic Denoyer
Learning a subspace of policies for online adaptation in Reinforcement Learning. CoRR (2021)
Thomas Luka, Laure Soulier, David Picard
Apprentissage non supervisé de représentations de mots à l'aide de réseaux de convolution bilinéaires sur des caractères. CORIA (2021)
Jesús Lovón-Melgarejo, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine
Studying Catastrophic Forgetting in Neural Ranking Models. ECIR (1) (2021)
Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari
Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation. EMNLP (1) (2021)
Jesús Lovón-Melgarejo, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine
Studying Catastrophic Forgetting in Neural Ranking Models. CoRR (2021)
Nawel Astaouti, Thomas Gerald, Maya Touzari, Laure Soulier, Jian-Yun Nie
MLIA-LIP6@TREC-CAST2021: Feature augmentation for query recontextualization and passage ranking. TREC (2021)
Sharon L. Oviatt, Laure Soulier
Conversational Search for Learning Technologies. CoRR (2020)
Clément Rebuffel, Laure Soulier, Geoffrey Scoutheeten, Patrick Gallinari
Capturing Entity Hierarchy in Data-to-Text Generative Models. CIRCLE (2020)
Patrick Bordes, Eloi Zablocki, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari
Incorporating Visual Semantics into Sentence Representations within a Grounded Space. CoRR (2020)
Clément Rebuffel, Laure Soulier, Geoffrey Scoutheeten, Patrick Gallinari
PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text Generation. INLG (2020)
Clément Rebuffel, Laure Soulier, Geoffrey Scoutheeten, Patrick Gallinari
A Hierarchical Model for Data-to-Text Generation. ECIR (1) (2020)
Clément Rebuffel, Laure Soulier, Geoffrey Scoutheeten, Patrick Gallinari
PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text Generation. CoRR (2020)
Patrick Bordes, Eloi Zablocki, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari
Un modèle multimodal d'apprentissage de représentations de phrases qui préserve la sémantique visuelle. CORIA (2019)
Clément Rebuffel, Laure Soulier, Geoffrey Scoutheeten, Patrick Gallinari
A Hierarchical Model for Data-to-Text Generation. CoRR (2019)
Wafa Aissa, Laure Soulier, Ludovic Denoyer
Modèle de compréhension du besoin en information pour la recherche d'information conversationnelle. CORIA (2019)
Eloi Zablocki, Patrick Bordes, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari
Context-Aware Zero-Shot Learning for Object Recognition. CoRR (2019)
Eloi Zablocki, Patrick Bordes, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari
Context-Aware Zero-Shot Learning for Object Recognition. ICML (2019)
Lynda Tamine, Laure Soulier, Gia-Hung Nguyen, Nathalie Souf
Offline versus Online Representation Learning of Documents Using External Knowledge. ACM Trans. Inf. Syst. 37 (4) (2019)
Patrick Bordes, Eloi Zablocki, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari
Incorporating Visual Semantics into Sentence Representations within a Grounded Space. EMNLP/IJCNLP (1) (2019)
Wafa Aissa, Laure Soulier, Ludovic Denoyer
A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems. CoRR (2018)
Micael Carvalho, Rémi Cadène, David Picard, Laure Soulier, Nicolas Thome, Matthieu Cord
Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings. CoRR (2018)
Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Souf
A Tri-Partite Neural Document Language Model for Semantic Information Retrieval. ESWC (2018)
Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Bricon-Souf
Modèle neuronal tripartite pour la représentation de documents. CORIA (2018)
Micael Carvalho, Rémi Cadène, David Picard, Laure Soulier, Nicolas Thome, Matthieu Cord
Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings. SIGIR (2018)
Patrice Bellot, Linda Cappellato, Nicola Ferro, Josiane Mothe, Fionn Murtagh, Jian-Yun Nie, Eric SanJuan, Laure Soulier, Chiraz Trabelsi
Report on CLEF 2018: Experimental IR Meets Multilinguality, Multimodality, and Interaction. SIGIR Forum 52 (2) (2018)
Wafa Aissa, Laure Soulier, Ludovic Denoyer
A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems. SCAI@EMNLP (2018)
Micael Carvalho, Rémi Cadène, David Picard, Laure Soulier, Matthieu Cord
Images and Recipes: Retrieval in the Cooking Context. ICDE Workshops (2018)
Eloi Zablocki, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari
Learning Multi-Modal Word Representation Grounded in Visual Context. AAAI (2018)
Micael Carvalho, Rémi Cadène, David Picard, Laure Soulier, Matthieu Cord
Images & Recipes: Retrieval in the cooking context. CoRR (2018)
Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Souf
Learning Concept-Driven Document Embeddings for Medical Information Search. AIME (2017)
Eloi Zablocki, Patrick Bordes, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari
LIP6@CLEF2017: Multi-Modal Spatial Role Labeling using Word Embeddings. CLEF (Working Notes) (2017)
Gia-Hung Nguyen, Laure Soulier, Lynda Tamine, Nathalie Bricon-Souf
DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents. ICTIR (2017)
Eloi Zablocki, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari
Learning Multi-Modal Word Representation Grounded in Visual Context. CoRR (2017)
Leif Azzopardi, Jeremy Pickens, Chirag Shah, Laure Soulier, Lynda Tamine
Second International Workshop On the Evaluation of Collaborative Information Seeking and Retrieval (Ecol'17). CHIIR (2017)
Gia-Hung Nguyen, Laure Soulier, Lynda Tamine, Nathalie Bricon-Souf
DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents. CoRR (2017)
Leif Azzopardi, Jeremy Pickens, Chirag Shah, Laure Soulier, Lynda Tamine
Report on the Second International Workshop on the Evaluation on Collaborative Information Seeking and Retrieval (ECol?2017 @ CHIIR). SIGIR Forum 51 (3) (2017)
Laure Soulier, Lynda Tamine
On the Collaboration Support in Information Retrieval. ACM Comput. Surv. 50 (4) (2017)
Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Bricon-Souf
Modèle Neuronal de Recherche d'Information Augmenté par une Ressource Sémantique. CORIA (2017)
Lamjed Ben Jabeur, Laure Soulier, Paul Mousset, Lynda Tamine
Living Ranking: from Online to Real-time Information Retrieval Evaluation. CLEF (Working Notes) (2016)
Laure Soulier, Lamjed Ben Jabeur, Paul Mousset, Lynda Tamine
Quels facteurs de pertinence pour la recherche de produits ecommerce ? CORIA-CIFED (2016)
Laure Soulier, Lynda Tamine, Chirag Shah
MineRank: Leveraging users' latent roles for unsupervised collaborative information retrieval. Inf. Process. Manag. 52 (6) (2016)
Lynda Tamine, Laure Soulier
Collaborative Information Retrieval: Concepts, Models and Evaluation. ECIR (2016)
Laure Soulier, Lynda Tamine, Gia-Hung Nguyen
Answering Twitter Questions: a Model for Recommending Answerers through Social Collaboration. CIKM (2016)
Lynda Tamine, Laure Soulier, Lamjed Ben Jabeur, Frédéric Amblard, Chihab Hanachi, Gilles Hubert, Camille Roth
Social Media-Based Collaborative Information Access: Analysis of Online Crisis-Related Twitter Conversations. HT (2016)
Lynda Tamine, Laure Soulier
Collaborative Information Retrieval: Frameworks, Theoretical Models, and Emerging Topics. ICTIR (2016)
Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Bricon-Souf
Toward a Deep Neural Approach for Knowledge-Based IR. CoRR (2016)
Laure Soulier, Lynda Tamine, Tetsuya Sakai, Leif Azzopardi, Jeremy Pickens
Report on the First International Workshop on the Evaluation on Collaborative Information Seeking and Retrieval (ECol'2015). SIGIR Forum 50 (1) (2016)
Lamjed Ben Jabeur, Laure Soulier, Lynda Tamine, Paul Mousset
A Product Feature-Based User-Centric Ranking Model for E-Commerce Search. CLEF (2016)
Leif Azzopardi, Jeremy Pickens, Tetsuya Sakai, Laure Soulier, Lynda Tamine
ECol 2015: First international workshop on the Evaluation on Collaborative Information Seeking and Retrieval. CIKM (2015)
Abdelhamid Chellal, Lamjed Ben Jabeur, Laure Soulier, Bilel Moulahi, Thomas Palmer, Mohand Boughanem, Karen Pinel-Sauvagnat, Lynda Tamine, Gilles Hubert
IRIT at TREC Microblog 2015. TREC (2015)
Laure Soulier, Lynda Tamine
Vers l'intégration des métarôles pour la recherche d'information collaborative. Document Numérique 18 (2-3) (2015)
Laure Soulier, Lynda Tamine
Définition et exploitation des méta-rôles des utilisateurs pour la recherche d'information collaborative. CORIA (2015)
Lynda Tamine, Laure Soulier
Understanding the Impact of the Role Factor in Collaborative Information Retrieval. CIKM (2015)
Lamjed Ben Jabeur, Laure Soulier, Lynda Tamine
IRIT at CLEF 2015: A Product Search Model for Head Queries. CLEF (Working Notes) (2015)
Laure Soulier, Lynda Tamine, Wahiba Bahsoun
On domain expertise-based roles in collaborative information retrieval. Inf. Process. Manag. 50 (5) (2014)
Laure Soulier, Lynda Tamine, Wahiba Bahsoun
Un modèle de recherche d'information collaborative basé sur l'expertise des utilisateurs. CORIA-CIFED (2014)
Laure Soulier, Chirag Shah, Lynda Tamine
User-driven system-mediated collaborative information retrieval. SIGIR (2014)
Laure Soulier, Lynda Tamine, Wahiba Bahsoun
A Collaborative Document Ranking Model for a Multi-faceted Search. AIRS (2013)
Laure Soulier, Lamjed Ben Jabeur, Lynda Tamine, Wahiba Bahsoun
On ranking relevant entities in heterogeneous networks using a language-based model. J. Assoc. Inf. Sci. Technol. 64 (3) (2013)
Laure Soulier, Lamjed Ben Jabeur, Lynda Tamine, Wahiba Bahsoun
BibRank: a language-based model for co-ranking entities in bibliographic networks. JCDL (2012)
Laure Soulier, Lamjed Ben Jabeur, Lynda Tamine, Wahiba Bahsoun
Modèle de langue pour l'ordonnancement conjoint d'entités pertinentes dans un réseau d'informations hétérogènes . INFORSID (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Laure Soulier