Home » Teams » MLIA » Laure Soulier

Publications

  • Mathias Vast, Yuxuan Zong, Benjamin Piwowarski, Laure Soulier. Simple Domain Adaptation for Sparse Retrievers. Advances in Information Retrieval, 14610, Springer Nature Switzerland, pp.403-412, 2024, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-56063-7_32⟩. ⟨hal-04517668⟩
  • Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, et al.. LOCOST: State-Space Models for Long Document Abstractive Summarization. European Chapter of the Association for Computational Linguistics (EACL), Mar 2024, St. Julian’s, Malta. ⟨hal-04438465⟩
  • Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, et al.. CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval. 45th European Conference on Information Retrieval (ECIR 2023), Apr 2023, Dublin, Ireland. pp.537-552, ⟨10.1007/978-3-031-28244-7_34⟩. ⟨hal-04168526⟩
  • Laure Soulier. Neural Language Models for Faithful Data-to-Text Generation and Proactive Conversational Search. Artificial Intelligence [cs.AI]. Sorbonne université, 2023. ⟨tel-04040213v2⟩
  • Jean-Baptiste Gaya, Thang Doan, Lucas Caccia, Laure Soulier, Ludovic Denoyer, et al.. Building a Subspace of Policies for Scalable Continual Learning. International Conference of Learning Representations, May 2023, Kigali, Rwanda. ⟨hal-04169933⟩
  • Laure Soulier, Pierre Erbacher, Thomas Gerald, Hanane Djeddal, Jian-Yun Nie, et al.. Recherche d'information conversationnelle. 18e 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. ⟨hal-04208587⟩
  • Louis Falissard, Vincent Guigue, Laure Soulier. Apprentissage de sous-espaces de préfixes. 18e 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. ⟨hal-04131562⟩
  • Tristan Luiggi, Vincent Guigue, Laure Soulier, Siwar Jendoubi, Aurelien Baelde. Dynamic Named Entity Recognition. 38th ACM/SIGAPP Symposium on Applied Computing, Mar 2023, Tallinn, Estonia. pp.890-897, ⟨10.1145/3555776.3577603⟩. ⟨hal-04284318⟩
  • Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarksi, et al.. CoSPLADE : Adaptation d'un Modèle Neuronal Basé sur des Représentations Parcimonieuses pour la Recherche d'Information Conversationnelle. 18e 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. ⟨hal-04131548⟩
  • Pierre Erbacher, Philippe Preux, Jian-Yun Nie, Laure Soulier. Augmentation de jeux de données RI pour la recherche conversationnelle à initiative mixte. 18e 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. ⟨hal-04131553⟩
  • Louis Falissard, Vincent Guigue, Laure Soulier. Improving generalization in large language models by learning prefix subspaces. 61st Annual Meeting of the Association for Computational Linguistics (2023), Association for Computational Linguistics, Jul 2023, Toronto, Canada. ⟨hal-04286331⟩
  • Sarah Abchiche, Lynda Said Lhadj, Vincent Guigue, Laure Soulier. Intégration du raisonnement numérique dans les modèles de langue : État de l'art et direction de recherche. 18e 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. ⟨hal-04131560⟩
  • Pierre Erbacher, Ludovic Denoyer, Laure Soulier. Interactive Query Clarification and Refinement via User Simulation. SIGIR '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⟩. ⟨hal-03880709⟩
  • 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. Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), Jul 2022, Samatan, Gers, France. ⟨hal-03757579⟩
  • Laure Soulier, Thomas Gerald. Continual Learning of Long Topic Sequences in Neural Information Retrieval -abstract. CIRCLE'22: Conference of the Information Retrieval Communities in Europe, Jul 2022, Samatan, France. ⟨hal-03757587⟩
  • Jean-Baptiste Gaya, Laure Soulier, Ludovic Denoyer. learning a Subspace of Policies for Online Adaptation in Reinforcement Learning. International Conference of Learning Representations (ICLR)2022, Apr 2022, Virtual, France. ⟨hal-03826331⟩
  • Hanane Djeddal, Thomas Gérald, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine. Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs. 44th European Conference on Information Retrieval (ECIR 2022), Apr 2022, Stavanger, Norway. ⟨10.48550/arXiv.2112.04344⟩. ⟨hal-03563311⟩
  • Thomas Gerald, Laure Soulier. Continual Learning of Long Topic Sequences in Neural Information Retrieval. 44th European Conference on Information Retrieval (ECIR 2022), Apr 2022, Stavanger, Norway. ⟨hal-03563308⟩
  • Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, et al.. Data-QuestEval: A Reference-less Metric for Data-to-Text Semantic Evaluation. 2021 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⟩. ⟨hal-03479905⟩
  • Thomas Luka, Laure Soulier, David Picard. Unsupervised Word Representations Learning with Bilinear Convolutional Network on Characters. The 29th European Symposium on Artificial Neural Networks, Oct 2021, Online, Belgium. pp.251-256, ⟨10.14428/esann/2021.ES2021-38⟩. ⟨hal-03479768⟩
  • Clément Rebuffel, Marco Roberti, Laure Soulier, Geoffrey Scoutheeten, Rossella Cancelliere, et al.. Controlling hallucinations at word level in data-to-text generation. Data Mining and Knowledge Discovery, 2021, ⟨10.1007/s10618-021-00801-4⟩. ⟨hal-03479792⟩
  • Pierre Erbacher, Laure Soulier, Ludovic Denoyer. State of the Art of User Simulation approaches for conversational information retrieval. CSR-Sim4IR 2021 Causality in Search and Recommendation and Simulation of Information Retrieval Evaluation 2021, Jul 2021, Online, Canada. ⟨hal-03480742⟩
  • 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, Apr 2021, Grenoble (virtuel), France. ⟨hal-03309905⟩
  • Jesus Lovon, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine. Oubli Catastrophique et Modèles Neuronaux de Recherche d'Information. 17ème 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. ⟨hal-03309985⟩
  • Pierre Erbacher, Laure Soulier. État de l'art des approches de modélisation et de simulation utilisateur pour la recherche d'information conversationnelle. CORIA 2021, Apr 2021, Grenoble, France. ⟨hal-03480755⟩
  • Jesus Lovon, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine. Studying Catastrophic Forgetting in Neural Ranking Models. 43rd European Conference on Information Retrieval (ECIR 2021), Apr 2021, Lucca (on line), Italy. pp.375-390, ⟨10.1007/978-3-030-72113-8_25⟩. ⟨hal-03156630⟩
  • Clément Rebuffel, Laure Soulier, Geoffrey Scoutheeten, Patrick Gallinari. PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text Generation. Proceedings of the 13th International Conference on Natural Language Generation, INLG 2020, Dec 2020, Dublin, Ireland. ⟨hal-03479883⟩
  • Clément Rebuffel, Laure Soulier, Geoffrey Scoutheeten, Patrick Gallinari. Capturing Entity Hierarchy in Data-to-Text Generative Models. First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), Jul 2020, Online, France. ⟨hal-03479813⟩
  • Clément Rebuffel, Laure Soulier, Geoffrey Scoutheeten, Patrick Gallinari. A Hierarchical Model for Data-to-Text Generation. 42nd European Conference on IR Research, ECIR 2020, Apr 2020, Lisbon, Portugal. pp.65-80, ⟨10.1007/978-3-030-45439-5_5⟩. ⟨hal-02774325⟩
  • Sharon Oviatt, Laure Soulier. Conversational Search Conversational Search for Learning Technologies. [Research Report] Arxiv. 2020. ⟨hal-02488525⟩
  • Patrick Bordes, Éloi Zablocki, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari. Incorporating Visual Semantics into Sentence Representations within a Grounded Space. 2019 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⟩. ⟨hal-02351003⟩
  • Lynda Tamine, Laure Soulier, Gia-Hung Nguyen, Nathalie Bricon-Souf. Offline versus Online Representation Learning of Documents Using External Knowledge. ACM Transactions on Information Systems, 2019, 37 (4), pp.42:1 -- 42:34. ⟨10.1145/3349527⟩. ⟨hal-02304815⟩
  • Eloi Zablocki, Patrick Bordes, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari. Context-Aware Zero-Shot Learning for Object Recognition. Thirty-sixth International Conference on Machine Learning (ICML), Jun 2019, Long Beach, CA, United States. ⟨hal-02116654⟩
  • Wafa Aissa, Laure Soulier, Ludovic Denoyer. Modèle de compréhension du besoin en information pour la RI conversationnelle. CORIA 2019 - 16ème COnférence en Recherche d’Information et Applications, Mar 2019, Lyon, France. ⟨hal-02150653⟩
  • Patrice Bellot, Linda Cappellato, Nicola Ferro, Josiane Mothe, Fionn Murtagh, et al.. CONFERENCE REPORT - Report on CLEF 2018: Experimental IR Meets Multilinguality, Multimodality, and Interaction. Sigir Forum, 2019, 52 (2), pp.72-82. ⟨10.1145/3308774.3308785⟩. ⟨hal-02442736⟩
  • Patrick Bordes, Éloi Zablocki, Laure Soulier, Benjamin Piwowarski. Un modèle multimodal d’apprentissage de représentations de phrases qui préserve la sémantique visuelle. COnférence en Recherche d'Informations et Applications, May 2019, Lyon, France. ⟨10.24348/coria.2019.CORIA_2019_paper_9⟩. ⟨hal-02351045⟩
  • Patrice Bellot, Laure Soulier. COnférence en Recherche d'Informations et Applications - CORIA 2019, 16th French Information Retrieval Conference. Lyon, France, May 25-29, 2019. Proceedings.. 2019. ⟨hal-02150659⟩
  • Wafa Aissa, Laure Soulier, Ludovic Denoyer. A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems. SCAI 2018 : 2nd edition of the workshop on Search-Oriented Conversational AI, Oct 2018, Bruxelles, Belgium. pp.33 - 39. ⟨hal-02002991⟩
  • Linda Capellato, Nicola Ferro, Jian-Yun Nie, Laure Soulier. CLEF 2018 Working Notes. CLEF 2018 - Conference and Labs of the Evaluation Forum, Sep 2018, Avignon, France. 2125, 2018, CEUR Workshop Proceedings. ⟨hal-02002999⟩
  • Patrice Bellot, Chiraz Trabelsi, Josiane Mothe, Fionn Murtagh, Jian-Yun Nie, et al.. Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association. 2018. ⟨hal-02003002⟩
  • Patrice Bellot, Chiraz Trabelsi, Josiane Mothe, Fionn Murtagh, Jian-Yun Nie, et al.. Experimental IR Meets Multilinguality, Multimodality, and Interaction: 9th International Conference of the CLEF Association, CLEF 2018, Avignon, France, September 10-14, 2018, Proceedings. 9th International Conference of the CLEF Association, Lecture Notes in Computer Science, 11018, Springer Cham, 2018, Lecture Notes in Computer Science, 978-3-319-98932-7. ⟨10.1007/978-3-319-98932-7⟩. ⟨hal-03044243⟩
  • Eloi Zablocki, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari. Apprentissage multimodal de représentation de mots à l'aide de contexte visuel. Conférence sur l'Apprentissage Automatique, Jun 2018, Rouen, France. ⟨hal-01842358⟩
  • Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Bricon-Souf. A Tri-Partite Neural Document Language Model for Semantic Information Retrieval. ESWC 2018 - 15th European Semantic Web Conference, Jun 2018, Heraklion, Crète, Greece. pp.445-461, ⟨10.1007/978-3-319-93417-4_29⟩. ⟨hal-01841594v2⟩
  • Micael Carvalho, Rémi Cadène, David Picard, Laure Soulier, Nicolas Thome, et al.. Cross-Modal Retrieval in the Cooking Context. SIGIR '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⟩. ⟨hal-01839068⟩
  • Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Bricon-Souf. Modèle neuronal tripartite pour la représentation de documents. 15ème 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. ⟨hal-01841606⟩
  • Micael Carvalho, Remi Cadene, David Picard, Laure Soulier, Matthieu Cord. Images & Recipes: Retrieval in the cooking context. International Conference on Data Engineering (ICDE), DECOR workshop, Apr 2018, Paris, France. ⟨hal-01841660⟩
  • Éloi Zablocki, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari. Learning Multi-Modal Word Representation Grounded in Visual Context. Association for the Advancement of Artificial Intelligence (AAAI), Feb 2018, New Orleans, United States. ⟨hal-01632414⟩
  • 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. 3rd International Conference on the Theory of Information Retrieval (ICTIR 2017), ACM SIGIR, Oct 2017, Amsterdam, Netherlands. pp.19-26, ⟨10.1145/3121050.3121063⟩. ⟨hal-01549543⟩
  • Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Bricon-Souf. Learning Concept-Driven Document Embeddings for Medical Information Search. 16th Conference on Artificial Intelligence in Medicine (AIME 2017), Jun 2017, Vienna, Austria. pp.160-170, ⟨10.1007/978-3-319-59758-4_17⟩. ⟨hal-01517094⟩
  • Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Bricon-Souf. Apprentissage de représentation des documents médicaux guidé par les concepts pour la recherche d'information. 4e Symposium sur l'Ingénierie de l'Information Médicale (SIIM 2017), Nov 2017, Toulouse, France. pp.1-8. ⟨hal-02316857⟩