Laure Soulier
85
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An Evaluation Framework for Attributed Information Retrieval using Large Language ModelsCiKM'24 - 33rd ACM International Conference on Information and Knowledge Management, ACM, Oct 2024, Boise, Idaho, United States. ⟨10.1145/3627673.3679172⟩
Conference papers
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LOCOST: Modèles Espace-État pour le Résumé Abstractif de Documents Longs35èmes Journées d'Études sur la Parole (JEP 2024) 31ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2024) 26ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL 2024), Jul 2024, Toulouse, France. pp.11-11
Conference papers
hal-04622998v1
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Vers des LLMs fiables pour des tâches recherche d'informationCORIA 2024, Apr 2024, La Rochelle, France
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hal-04716809v1
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LOCOST: State-Space Models for Long Document Abstractive SummarizationEuropean Chapter of the Association for Computational Linguistics (EACL), Mar 2024, St. Julian’s, Malta
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hal-04438465v1
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MeLaSSS : Métrique dans l’espace latent sur les phrases simplifiéesAtelier sur l'évaluation des modèles génératifs (LLM) et challence d'extraction d'information few-shot, Institut des sciences informatiques et de leurs interactions - CNRS Sciences informatiques [INS2I-CNRS], Jul 2024, Toulouse, France
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Keynote - Manipulation de Données Structurées et Interaction avec des Outils Externes grâce aux LLMs : l'Avenir de l'IA Générative dans les Systèmes d'Information ?INFORSID (INFormatique des ORganisations et Systèmes d'Information et de Décision) 2024, May 2024, Nancy, France
Conference papers
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Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-EncodersICTIR '24: The 2024 ACM SIGIR International Conference on the Theory of Information Retrieval, Jul 2024, Washington DC, United States. pp.133-143, ⟨10.1145/3664190.3672528⟩
Conference papers
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Investigating the impact of 2D gesture representation on co-speech gesture generationWACAI, Jun 2024, Bordeaux & Online, France
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CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval45th European Conference on Information Retrieval (ECIR 2023), Apr 2023, Dublin, Ireland. pp.537-552, ⟨10.1007/978-3-031-28244-7_34⟩
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Augmentation de jeux de données RI pour la recherche conversationnelle à initiative mixte18e Conférence en Recherche d'Information et Applications -- 16e Rencontres Jeunes Chercheurs en RI -- 30e Conférence sur le Traitement Automatique des Langues Naturelles -- 25e Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, Jun 2023, Paris, France. pp.37-58
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Intégration du raisonnement numérique dans les modèles de langue : État de l'art et direction de recherche18e Conférence en Recherche d'Information et Applications - 16e Rencontres Jeunes Chercheurs en RI - 30e Conférence sur le Traitement Automatique des Langues Naturelles - 25e Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, 2023, Paris, France. pp.173-184
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Apprentissage de sous-espaces de préfixes18e Conférence en Recherche d'Information et Applications -- 16e Rencontres Jeunes Chercheurs en RI -- 30e Conférence sur le Traitement Automatique des Langues Naturelles -- 25e Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, Jun 2023, Paris, France. pp.59-73
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Improving generalization in large language models by learning prefix subspaces61st Annual Meeting of the Association for Computational Linguistics (2023), Association for Computational Linguistics, Jul 2023, Toronto, Canada
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Recherche d'information conversationnelle18e Conférence en Recherche d'Information et Applications, 16e Rencontres Jeunes Chercheurs en RI, 30e Conférence sur le Traitement Automatique des Langues Naturelles, 25e Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, 2023, Paris, France. pp.36-36
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Building a Subspace of Policies for Scalable Continual LearningInternational Conference of Learning Representations, May 2023, Kigali, Rwanda
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Dynamic Named Entity Recognition38th ACM/SIGAPP Symposium on Applied Computing, Mar 2023, Tallinn, Estonia. pp.890-897, ⟨10.1145/3555776.3577603⟩
Conference papers
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CoSPLADE : Adaptation d'un Modèle Neuronal Basé sur des Représentations Parcimonieuses pour la Recherche d'Information Conversationnelle18e Conférence en Recherche d'Information et Applications -- 16e Rencontres Jeunes Chercheurs en RI -- 30e Conférence sur le Traitement Automatique des Langues Naturelles -- 25e Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, 2023, Paris, France. pp.207-212
Conference papers
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learning a Subspace of Policies for Online Adaptation in Reinforcement LearningInternational Conference of Learning Representations (ICLR)2022, Apr 2022, Virtual, France
Conference papers
hal-03826331v1
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Continual Learning of Long Topic Sequences in Neural Information Retrieval44th European Conference on Information Retrieval (ECIR 2022), Apr 2022, Stavanger, Norway
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Continual Learning of Long Topic Sequences in Neural Information Retrieval -abstractCIRCLE'22: Conference of the Information Retrieval Communities in Europe, Jul 2022, Samatan, France
Conference papers
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Interactive Query Clarification and Refinement via User SimulationSIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2022, Madrid, Spain. pp.2420-2425, ⟨10.1145/3477495.3531871⟩
Conference papers
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Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs44th European Conference on Information Retrieval (ECIR 2022), Apr 2022, Stavanger, Norway. ⟨10.48550/arXiv.2112.04344⟩
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Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs -AbstractConference of the Information Retrieval Communities in Europe (CIRCLE 2022), Jul 2022, Samatan, Gers, France
Conference papers
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Studying Catastrophic Forgetting in Neural Ranking Models43rd European Conference on Information Retrieval (ECIR 2021), Apr 2021, Lucca (on line), Italy. pp.375-390, ⟨10.1007/978-3-030-72113-8_25⟩
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État de l'art des approches de modélisation et de simulation utilisateur pour la recherche d'information conversationnelleCORIA 2021, Apr 2021, Grenoble, France
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Oubli Catastrophique et Modèles Neuronaux de Recherche d'Information17ème conférence francophone en Recherche d’Information et Application (CORIA 2021), ARIA : Association Francophone de Recherche d’Information (RI) et Applications; Equipe MRIM du Laboratoire d’Informatique de Grenoble., Apr 2021, Grenoble (virtuel), France. pp.1-5
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State of the Art of User Simulation approaches for conversational information retrievalCSR-Sim4IR 2021 Causality in Search and Recommendation and Simulation of Information Retrieval Evaluation 2021, Jul 2021, Online, Canada
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Apprentissage non supervisé de représentations de mots à l'aide de réseaux de convolution bilinéaires sur des caractèresCORIA 2021, Apr 2021, Grenoble (virtuel), France
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Unsupervised Word Representations Learning with Bilinear Convolutional Network on CharactersThe 29th European Symposium on Artificial Neural Networks, Oct 2021, Online, Belgium. pp.251-256, ⟨10.14428/esann/2021.ES2021-38⟩
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Data-QuestEval: A Reference-less Metric for Data-to-Text Semantic Evaluation2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), Nov 2021, Punta Cana, Dominican Republic. pp.8029-8036, ⟨10.18653/v1/2021.emnlp-main.633⟩
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A Hierarchical Model for Data-to-Text Generation42nd European Conference on IR Research, ECIR 2020, Apr 2020, Lisbon, Portugal. pp.65-80, ⟨10.1007/978-3-030-45439-5_5⟩
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PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text GenerationProceedings of the 13th International Conference on Natural Language Generation, INLG 2020, Dec 2020, Dublin, Ireland
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Capturing Entity Hierarchy in Data-to-Text Generative ModelsFirst Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), Jul 2020, Online, France
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Modèle de compréhension du besoin en information pour la RI conversationnelleCORIA 2019 - 16ème COnférence en Recherche d’Information et Applications, Mar 2019, Lyon, France
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Incorporating Visual Semantics into Sentence Representations within a Grounded Space2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Nov 2019, Hong Kong, China. pp.696-707, ⟨10.18653/v1/D19-1064⟩
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Un modèle multimodal d’apprentissage de représentations de phrases qui préserve la sémantique visuelleCOnférence en Recherche d'Informations et Applications, May 2019, Lyon, France. ⟨10.24348/coria.2019.CORIA_2019_paper_9⟩
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Context-Aware Zero-Shot Learning for Object RecognitionThirty-sixth International Conference on Machine Learning (ICML), Jun 2019, Long Beach, CA, United States
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A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational SystemsSCAI 2018 : 2nd edition of the workshop on Search-Oriented Conversational AI, Oct 2018, Bruxelles, Belgium. pp.33 - 39
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Apprentissage multimodal de représentation de mots à l'aide de contexte visuelConférence sur l'Apprentissage Automatique, Jun 2018, Rouen, France
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Images & Recipes: Retrieval in the cooking contextInternational Conference on Data Engineering (ICDE), DECOR workshop, Apr 2018, Paris, France
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Modèle neuronal tripartite pour la représentation de documents15ème Conférence francophone en Recherche d'Information et Applications (CORIA 2018), ARIA (Association francophone de Recherche d’Information et Applications); IRISA (UMR 6074); Centre Inria Bretagne-Atlantique, May 2018, Rennes, France
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Learning Multi-Modal Word Representation Grounded in Visual ContextAssociation for the Advancement of Artificial Intelligence (AAAI), Feb 2018, New Orleans, United States
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Cross-Modal Retrieval in the Cooking ContextSIGIR '18: The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, Jul 2018, Ann Arbor, Michigan, United States. pp.35-44, ⟨10.1145/3209978.3210036⟩
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A Tri-Partite Neural Document Language Model for Semantic Information RetrievalESWC 2018 - 15th European Semantic Web Conference, Jun 2018, Heraklion, Crète, Greece. pp.445-461, ⟨10.1007/978-3-319-93417-4_29⟩
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LIP6@CLEF2017: Multi-Modal Spatial Role Labeling using Word Embeddings Working notesCLEF 2017, 2017, Dublin, Ireland
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Modèle Neuronal de Recherche d'Information Augmenté par une Ressource SémantiqueConférence francophone en Recherche d'Information et Applications (CORIA 2017), LSIS, Université de Marseille; ARIA : Association Francophone de Recherche d’Information (RI) et Applications, Mar 2017, Marseille, France. pp.1-16
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DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents3rd International Conference on the Theory of Information Retrieval (ICTIR 2017), ACM SIGIR, Oct 2017, Amsterdam, Netherlands. pp.19-26, ⟨10.1145/3121050.3121063⟩
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Second International Workshop On the Evaluation of Collaborative Information Seeking and Retrieval (ECol'17)ECol 2017 @ 2017 Conference on Conference Human Information Interaction and Retrieval, ACM SIGIR, Mar 2017, Oslo, Norway. pp.429-431, ⟨10.1145/3020165.3022164⟩
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Apprentissage de représentation des documents médicaux guidé par les concepts pour la recherche d'information4e Symposium sur l'Ingénierie de l'Information Médicale (SIIM 2017), Nov 2017, Toulouse, France. pp.1-8
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Learning Concept-Driven Document Embeddings for Medical Information Search16th Conference on Artificial Intelligence in Medicine (AIME 2017), Jun 2017, Vienna, Austria. pp.160-170, ⟨10.1007/978-3-319-59758-4_17⟩
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Quels facteurs de pertinence pour la recherche de produits e-commerce ?CORIA 2016 - Conférence en Recherche d'Informations et Applications- 13th French Information Retrieval Conference. CIFED 2016 Colloque International Francophone sur l'Ecrit et le Document, Mar 2016, Toulouse, France
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Living Ranking: from online to real-time information retrieval evaluationConference and Labs of the Evaluation Forum (CLEF 2016): "Information access Evaluation meets Multilinguality, Multimodality and Interaction", Sep 2016, Evora, Portugal
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IRIT @ TREC 2016 Clinical Decision Support TrackText REtrieval Conference (TREC 2016), Nov 2016, Gaithersburg, MD, United States
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Answering Twitter Questions: a Model for Recommending Answerers through Social CollaborationCIKM 2016 - 25th ACM International Conference on Information and Knowledge Management, Oct 2016, Indianapolis, United States. pp.267-276, ⟨10.1145/2983323.2983771⟩
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Toward a Deep Neural Approach for Knowledge-Based IRWorkshop on Neural Information Retrieval during the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), Jul 2016, Pise, Italy
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Collaborative Information Retrieval: Concepts, Models and EvaluationAdvances in Information Retrieval - 38th European Conference on IR Research, ECIR 2016, Mar 2016, Padua, Italy. pp.885-888, ⟨10.1007/978-3-319-30671-1_86⟩
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Collaborative Information Retrieval: Frameworks, Theoretical Models, and Emerging Topics2nd ACM International Conference on the Theory of Information Retrieval (ICTIR 2016), Sep 2016, Newark, DE, United States. ⟨10.1145/2970398.2970442⟩
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Social Media-Based Collaborative Information Access: Analysis of Online Crisis-Related Twitter Conversations27th ACM Conference on Hypertext and Social Media (HT 2016), ACM: Association for Computing Machinery, Jul 2016, Halifax, Nova Scotia, Canada. pp.159 - 168, ⟨10.1145/2914586.2914589⟩
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A Product Feature-based User-Centric Ranking Model for E-Commerce Search7th Conference and Labs of the Evaluation Forum (CLEF 2016): "Information Access Evaluation meets Multilinguality, Multimodality and Interaction", Sep 2016, Evora, Portugal
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Understanding the Impact of the Role Factor in Collaborative Information RetrievalACM International on Conference on Information and Knowledge Management, CIKM 2015, Oct 2015, Melbourne, Australia. ⟨10.1145/2806416.2806481⟩
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Définition et exploitation des méta-rôles des utilisateurs pour la recherche d'information collaborativeCORIA 2015 - Conférence en Recherche d'Infomations et Applications, Mar 2015, Paris, France. pp. 107-122
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IRIT at CLEF 2015: A product search model for head queriesCLEF 2015 - Conference and Labs of the Evaluation forum, Sep 2015, Toulouse, France
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Accès à l’information dans les réseaux sociaux : quelles formes de collaboration ?MARAMI 2015 – Modèles et Analyses Réseau: Approches Mathématiques et Informatiques, Oct 2015, Nîmes, France
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ECol 2015: First international workshop on the Evaluation on Collaborative Information Seeking and RetrievalACM International on Conference on Information and Knowledge Management, Oct 2015, Melbourne, Australia. pp.1943 - 1944, ⟨10.1145/2806416.2806881⟩
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IRIT at TREC Microblog 201534th Text REtrieval Conference (TREC 2015), Nov 2015, Gaithersburg, MD, United States
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User-Driven System-Mediated Collaborative Information RetrievalProceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval, Jul 2014, Gold Coast, Australia. ⟨10.1145/2600428.2609598⟩
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Un modèle de recherche d'information collaborative basé sur l'expertise des utilisateursCOnférence en Recherche d’Information et Applications 2014 (CORIA 2014), Mar 2014, Nancy, France. pp.35-50
Conference papers
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A Collaborative Document Ranking Model for a Multi-faceted Search9th Asia Information Retrieval Societies Conference, AIRS 2013, Dec 2013, Singapour, Singapore. pp.109 - 120, ⟨10.1007/978-3-642-45068-6_10⟩
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Modèle de langue pour l'ordonnancement conjoint d'entités pertinentes dans un réseau d'informations hétérogènesINFormatique des Organisations et Systemes d'Information et de Decision (INFORSID 2012), May 2012, Montpellier, France
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BibRank: a language-based model for co-ranking entities in bibliographic networksACM/IEEE Joint Conference on Digital Libraries (JCDL 2012), Jun 2012, Washington, DC, United States. pp.61-70, ⟨10.1145/2232817.2232832⟩
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Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association2018
Books
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Workshop on the Evaluation of Collaborative Information Retrieval in conjunction with the 24th Conference on Information Knowledge and Management (CIKM), Melbourne, Australia, 23/10/2015 - 23/10/2015Azzopardi, Leif and Pickens, Jeremy and Sakai, Tetsuya and Soulier, Laure and Tamine, Lynda. ACM, 2015
Books
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Simple Domain Adaptation for Sparse RetrieversAdvances in Information Retrieval, 14610, Springer Nature Switzerland, pp.403-412, 2024, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-56063-7_32⟩
Book sections
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Conversational Search Conversational Search for Learning Technologies[Research Report] Arxiv. 2020
Reports
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Définition et évaluation de modèles de recherche d'information collaborative basés sur les compétences de domaine et les rôles des utilisateursRecherche d'information [cs.IR]. Université de Toulouse, 2014. Français. ⟨NNT : ⟩
Theses
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Neural Language Models for Faithful Data-to-Text Generation and Proactive Conversational SearchArtificial Intelligence [cs.AI]. Sorbonne université, 2023
Habilitation à diriger des recherches
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