Home » Teams » MLIA » Laure Soulier

Publications

  • 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'22: Conference of the Information Retrieval Communities in Europe, Jul 2022, Samatan, 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⟩
  • 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. ⟨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. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), Nov 2021, Punta Cana, Dominican Republic. ⟨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⟩
  • Jesús Lovón-Melgarejo, 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. ⟨hal-03156630⟩
  • 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 Melgarejo, 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⟩
  • 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 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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 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. Conférence francophone en Recherche d'Information et Applications (CORIA 2018), 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⟩
  • Patrice Bellot, Chiraz Trabelsi, Josiane Mothe, Fionn Murtagh, Jian-Yun Nie, et al.. Experimental IR Meets Multilinguality, Multimodality, and Interaction (CLEF 2018, Avignon,France). Lecture Notes in Computer Science, 11018, Springer, 2018, Lecture Notes in Computer Science, ⟨10.1007/978-3-319-98932-7⟩. ⟨hal-03044243⟩
  • 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. International Conference on the Theory of Information Retrieval, Oct 2017, Amsterdam, Netherlands. ⟨hal-01549543⟩
  • Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Souf. Learning Concept-Driven Document Embeddings for Medical Information Search. Conference on Artificial Intelligence in Medicine (AIME 2017), Jun 2017, Vienna, Austria. ⟨hal-01517094⟩
  • Gia-Hung Nguyen, Laure Soulier, Lynda Tamine, Nathalie Bricon-Souf. Modèle Neuronal de Recherche d'Information Augmenté par une Ressource Sémantique. Conférence francophone en Recherche d'Information et Applications (CORIA 2017), Mar 2017, Marseille, France. ⟨hal-01517032⟩
  • Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie 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⟩
  • Leif Azzopardi, Jeremy Pickens, Chirag Shah, Laure Soulier, Lynda Tamine. Second International Workshop On the Evaluation of Collaborative Information Seeking and Retrieval (Ecol'17). 2017 Conference on Conference Human Information Interaction and Retrieval, Mar 2017, Oslo, Norway. ⟨hal-01518028⟩
  • Laure Soulier, Lynda Tamine. On the collaboration support in Information Retrieval. ACM Computing Surveys, 2017. ⟨hal-01517104⟩
  • Éloi Zablocki, Patrick Bordes, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari. LIP6@CLEF2017: Multi-Modal Spatial Role Labeling using Word Embeddings Working notes. CLEF 2017, 2017, Dublin, Ireland. ⟨hal-01579493⟩
  • Gia-Hung Nguyen, Laure Soulier, Lynda Tamine, Nathalie Bricon-Souf. IRIT @ TREC 2016 Clinical Decision Support Track. Text REtrieval Conference (TREC 2016), Nov 2016, Gaithersburg, MD, United States. ⟨hal-01464681⟩
  • Laure Soulier, Lynda Tamine, Gia-Hung Nguyen. Answering Twitter Questions: a Model for Recommending Answerers through Social Collaboration. CIKM 2016 - 25th ACM International Conference on Information and Knowledge Management, Oct 2016, Indianapolis, United States. pp.267-276, ⟨10.1145/2983323.2983771⟩. ⟨hal-01353587⟩
  • Lynda Tamine, Laure Soulier. Collaborative Information Retrieval: Frameworks, Theoretical Models, and Emerging Topics. 2nd ACM International Conference on the Theory of Information Retrieval (ICTIR 2016), Sep 2016, Newark, DE, United States. ⟨10.1145/2970398.2970442⟩. ⟨hal-01348916⟩
  • Lamjed Ben Jabeur, Laure Soulier, Paul Mousset, Lynda Tamine. Living Ranking: from online to real-time information retrieval evaluation. Conference and Labs of the Evaluation Forum (CLEF 2016): "Information access Evaluation meets Multilinguality, Multimodality and Interaction", Sep 2016, Evora, Portugal. ⟨hal-01349114⟩
  • Lamjed Ben Jabeur, Laure Soulier, Lynda Tamine, Paul Mousset. A Product Feature-based User-Centric Ranking Model for E-Commerce Search. 7th Conference and Labs of the Evaluation Forum (CLEF 2016): "Information Access Evaluation meets Multilinguality, Multimodality and Interaction", Sep 2016, Evora, Portugal. ⟨hal-01349111⟩
  • Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Bricon-Souf. Toward a Deep Neural Approach for Knowledge-Based IR. Workshop on Neural Information Retrieval during the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), Jul 2016, Pise, Italy. ⟨hal-01348993⟩
  • Lynda Tamine, Laure Soulier, Lamjed Ben Jabeur, Frédéric Amblard, Chihab Hanachi, et al.. Social Media-Based Collaborative Information Access: Analysis of Online Crisis-Related Twitter Conversations. 27th 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⟩. ⟨hal-03597237⟩
  • Laure Soulier, Lamjed Ben Jabeur, Paul Mousset, Lynda Tamine. 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. ⟨hal-01296325⟩
  • Laure Soulier, Lynda Tamine. Vers l'intégration des métarôles pour la recherche d'information collaborative. Documents Numériques, 2016, 18 (2-3), pp.9--38. ⟨10.3166/DN.18.2-3.9-38⟩. ⟨hal-01296335⟩
  • Laure Soulier, Lynda Tamine, Chirag Shah. MineRank: Leveraging users’ latent roles for unsupervised collaborative information retrieval. Information Processing and Management, 2016, 52 (6), pp.1122-1141. ⟨10.1016/j.ipm.2016.05.002⟩. ⟨hal-01353589⟩