Laure Soulier

Proceedings of the Actes du 42ème Congrès INFORSID, Nancy, France, May 28-31, 2024., 2024

Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders.

[BibT_eX]

[DOI]

Proceedings of the 2024 ACM SIGIR International Conference on Theory of Information Retrieval, 2024

CALM: Context Augmentation with Large Language Model for Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Linking Theory and Practice of Digital Libraries, 2024

Simple Domain Adaptation for Sparse Retrievers.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2024

Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book QA.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2024

LOCOST: State-Space Models for Long Document Abstractive Summarization.

[BibT_eX]

[DOI]

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

What Makes Multimodal In-Context Learning Work?

[BibT_eX]

[DOI]

Folco Bertini Baldassini

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Adaptation de Domaine Simple pour la Recherche Parcimonieuse.

[BibT_eX]

[DOI]

Proceedings of the COnférence en Recherche d'Informations et Applications, 2024

O-CALM : Augmentation du contexte hors ligne avec un large language model pour la reconnaissance des entités nommées.

[BibT_eX]

[DOI]

Proceedings of the COnférence en Recherche d'Informations et Applications, 2024

PAQA: Vers des systèmes ProActifs face aux Questions Ambiguës.

[BibT_eX]

[DOI]

Proceedings of the COnférence en Recherche d'Informations et Applications, 2024

Naviguer dans l'incertitude : optimiser la dépendance aux API des systèmes question/réponse.

[BibT_eX]

[DOI]

Proceedings of the COnférence en Recherche d'Informations et Applications, 2024

Vers des LLMs fiables pour les tâches de la recherche d'information.

[BibT_eX]

[DOI]

Hanane Djeddal

Sophia Katrenko

Proceedings of the COnférence en Recherche d'Informations et Applications, 2024

An Evaluation Framework for Attributed Information Retrieval using Large Language Models.

[BibT_eX]

[DOI]

Sophia Katrenko

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

CIRCLE: Multi-Turn Query Clarifications with Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Improving generalization in large language models by learning prefix subspaces.

[BibT_eX]

[DOI]

Louis Falissard

Vincent Guigue

CoRR, 2023

CoSPLADE : Adaptation d'un Modèle Neuronal Basé sur des Représentations Parcimonieuses pour la Recherche d'Information Conversationnelle.

[BibT_eX]

[DOI]

Proceedings of the Actes de CORIA-TALN 2023. Actes de la 18e Conférence en Recherche d'Information et Applications, 2023

Apprentissage de sous-espaces de préfixes.

[BibT_eX]

[DOI]

Louis Falissard

Vincent Guigue

Proceedings of the Actes de CORIA-TALN 2023. Actes de la 18e Conférence en Recherche d'Information et Applications, 2023

Augmentation de jeux de données RI pour la recherche conversationnelle à initiative mixte.

[BibT_eX]

[DOI]

Proceedings of the Actes de CORIA-TALN 2023. Actes de la 18e Conférence en Recherche d'Information et Applications, 2023

Intégration du raisonnement numérique dans les modèles de langue : État de l'art et direction de recherche.

[BibT_eX]

[DOI]

Proceedings of the Actes de CORIA-TALN 2023. Actes de la 18e Conférence en Recherche d'Information et Applications, 2023

Dynamic Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Enhancing factualness and controllability of Data-to-Text Generation via data Views and constraints.

[BibT_eX]

[DOI]

Proceedings of the 16th International Natural Language Generation Conference, 2023

Building a Subspace of Policies for Scalable Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Improving generalization in large langue model by learning prefix subspaces.

[BibT_eX]

[DOI]

Louis Falissard

Vincent Guigue

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2023

Neural Language Models for Faithful Data-to-Text Generation and Proactive Conversational Search.

[BibT_eX]

[DOI]

, 2023

2022

Controlling hallucinations at word level in data-to-text generation.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2022

State of the Art of User Simulation approaches for conversational information retrieval.

[BibT_eX]

[DOI]

CoRR, 2022

MLIA-DAC@TREC CAsT 2022: Sparse Contextualized Query Embedding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First Text REtrieval Conference, 2022

Interactive Query Clarification and Refinement via User Simulation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Learning a subspace of policies for online adaptation in Reinforcement Learning.

[BibT_eX]

[DOI]

Jean-Baptiste Gaya

Proceedings of the Tenth International Conference on Learning Representations, 2022

Continual Learning of Long Topic Sequences in Neural Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2022

Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs.

[BibT_eX]

[DOI]

Hanane Djeddal

Proceedings of the Advances in Information Retrieval, 2022

Continual Learning of Long Topic Sequences in Neural Information Retrieval - abstract.

[BibT_eX]

[DOI]

Proceedings of the 2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), 2022

Interactive Query Clarification and Refinement via User Simulation - Abstract.

[BibT_eX]

[DOI]

Proceedings of the 2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), 2022

Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs - Abstract.

[BibT_eX]

[DOI]

Hanane Djeddal

Proceedings of the 2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), 2022

2021

MLIA-LIP6@TREC-CAST2021: Feature augmentation for query recontextualization and passage ranking.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth Text REtrieval Conference, 2021

Unsupervised Word Representations Learning with Bilinear Convolutional Network on Characters.

[BibT_eX]

[DOI]

Thomas Luka

David Picard

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Studying Catastrophic Forgetting in Neural Ranking Models.

[BibT_eX]

[DOI]

Jesús Lovón-Melgarejo

Proceedings of the Advances in Information Retrieval, 2021

Apprentissage non supervisé de représentations de mots à l'aide de réseaux de convolution bilinéaires sur des caractères.

[BibT_eX]

[DOI]

Thomas Luka

David Picard

Proceedings of the COnférence en Recherche d'Informations et Applications, 2021

Oubli catastrophique et approches neuronales pour la Recherche d'Information.

[BibT_eX]

[DOI]

Jesús Lovón-Melgarejo

Proceedings of the COnférence en Recherche d'Informations et Applications, 2021

État de l'art des approches de modélisation et de simulation utilisateur pour la recherche d'information conversationnelle.

[BibT_eX]

[DOI]

Proceedings of the COnférence en Recherche d'Informations et Applications, 2021

2020

Conversational Search for Learning Technologies.

[BibT_eX]

[DOI]

Sharon L. Oviatt

CoRR, 2020

PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Natural Language Generation, 2020

A Hierarchical Model for Data-to-Text Generation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2020

Capturing Entity Hierarchy in Data-to-Text Generative Models.

[BibT_eX]

[DOI]

Proceedings of the First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), 2020

2019

Offline versus Online Representation Learning of Documents Using External Knowledge.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2019

Context-Aware Zero-Shot Learning for Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Incorporating Visual Semantics into Sentence Representations within a Grounded Space.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Un modèle multimodal d'apprentissage de représentations de phrases qui préserve la sémantique visuelle.

[BibT_eX]

[DOI]

Proceedings of the COnférence en Recherche d'Informations et Applications, 2019

Modèle de compréhension du besoin en information pour la recherche d'information conversationnelle.

[BibT_eX]

[DOI]

Wafa Aissa

Proceedings of the COnférence en Recherche d'Informations et Applications, 2019

2018

Report on CLEF 2018: Experimental IR Meets Multilinguality, Multimodality, and Interaction.

[BibT_eX]

[DOI]

SIGIR Forum, 2018

Images & Recipes: Retrieval in the cooking context.

[BibT_eX]

[DOI]

CoRR, 2018

Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Images and Recipes: Retrieval in the Cooking Context.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering Workshops, 2018

A Tri-Partite Neural Document Language Model for Semantic Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - 15th International Conference, 2018

A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems.

[BibT_eX]

[DOI]

Wafa Aissa

Proceedings of the 2nd International Workshop on Search-Oriented Conversational AI, 2018

Modèle neuronal tripartite pour la représentation de documents.

[BibT_eX]

[DOI]

Proceedings of the COnférence en Recherche d'Informations et Applications, 2018

Learning Multi-Modal Word Representation Grounded in Visual Context.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Report on the Second International Workshop on the Evaluation on Collaborative Information Seeking and Retrieval (ECol?2017 @ CHIIR).

[BibT_eX]

[DOI]

SIGIR Forum, 2017

On the Collaboration Support in Information Retrieval.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2017

DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

Modèle Neuronal de Recherche d'Information Augmenté par une Ressource Sémantique.

[BibT_eX]

[DOI]

Proceedings of the COnférence en Recherche d'Informations et Applications, 2017

LIP6@CLEF2017: Multi-Modal Spatial Role Labeling using Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2017, 2017

Second International Workshop On the Evaluation of Collaborative Information Seeking and Retrieval (Ecol'17).

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017

Learning Concept-Driven Document Embeddings for Medical Information Search.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Medicine, 2017

2016

Report on the First International Workshop on the Evaluation on Collaborative Information Seeking and Retrieval (ECol'2015).

[BibT_eX]

[DOI]

SIGIR Forum, 2016

MineRank: Leveraging users' latent roles for unsupervised collaborative information retrieval.

[BibT_eX]

[DOI]

Chirag Shah

Inf. Process. Manag., 2016

Toward a Deep Neural Approach for Knowledge-Based IR.

[BibT_eX]

[DOI]

CoRR, 2016

Collaborative Information Retrieval: Frameworks, Theoretical Models, and Emerging Topics.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Social Media-Based Collaborative Information Access: Analysis of Online Crisis-Related Twitter Conversations.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM Conference on Hypertext and Social Media, 2016

Collaborative Information Retrieval: Concepts, Models and Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2016

Quels facteurs de pertinence pour la recherche de produits ecommerce ?

[BibT_eX]

[DOI]

Proceedings of the CORIA 2016 - Conférence en Recherche d'Informations et Applications, 2016

A Product Feature-Based User-Centric Ranking Model for E-Commerce Search.

[BibT_eX]

[DOI]

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

Living Ranking: from Online to Real-time Information Retrieval Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2016, 2016

Answering Twitter Questions: a Model for Recommending Answerers through Social Collaboration.

[BibT_eX]

[DOI]

Gia-Hung Nguyen

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Vers l'intégration des métarôles pour la recherche d'information collaborative.

[BibT_eX]

[DOI]

Document Numérique, 2015

IRIT at TREC Microblog 2015.

[BibT_eX]

[DOI]

Gilles Hubert

Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015

Définition et exploitation des méta-rôles des utilisateurs pour la recherche d'information collaborative.

[BibT_eX]

[DOI]

Proceedings of the CORIA 2015 - Conférence en Recherche d'Infomations et Applications, 2015

IRIT at CLEF 2015: A Product Search Model for Head Queries.

[BibT_eX]

[DOI]

Lamjed Ben Jabeur

Proceedings of the Working Notes of CLEF 2015, 2015

Understanding the Impact of the Role Factor in Collaborative Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

ECol 2015: First international workshop on the Evaluation on Collaborative Information Seeking and Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

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).

[BibT_eX]

[DOI]

PhD thesis, 2014

On domain expertise-based roles in collaborative information retrieval.

[BibT_eX]

[DOI]