Laure Soulier - Activités de recherche

Lynda Tamine, Laure Soulier, Gia-Hung Nguyen, Nathalie Souf. Offline versus Online Representation Learning of Documents Using External Knowledge. ACM Transactions on Information Systems, Association for Computing Machinery, 2019, 37 (4), pp.42:1 - 42:34. ⟨10.1145/3349527⟩. ⟨hal-02304815⟩

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, Association for Computing Machinery (ACM), 2019, 52 (2), pp.72-82. ⟨10.1145/3308774.3308785⟩. ⟨hal-02442736⟩

Laure Soulier, Lynda Tamine. On the collaboration support in Information Retrieval. ACM Computing Surveys, Association for Computing Machinery, 2017. ⟨hal-01517104⟩

Laure Soulier, Lynda Tamine, Chirag Shah. MineRank: Leveraging users’ latent roles for unsupervised collaborative information retrieval. Information Processing and Management, Elsevier, 2016, 52 (6), pp.1122-1141. ⟨10.1016/j.ipm.2016.05.002⟩. ⟨hal-01353589⟩

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, Wahiba Bahsoun. On Domain Expertise-based Roles in Collaborative Information Retrieval. Information Processing and Management, Elsevier, 2014, 50 (5), pp.752-774. ⟨10.1016/j.ipm.2014.04.002⟩. ⟨hal-01118658v2⟩

Laure Soulier, Lamjed Ben Jabeur, Lynda Tamine, Wahiba Bahsoun. On Ranking Relevant Entities in Heterogeneous Networks Using a Language-Based Model. Journal of the Association for Information Science and Technology, ASIS&T/Wiley, 2013, 64 (3), pp.500-515. ⟨10.1002/asi.22762⟩. ⟨hal-00856667v2⟩

I. Castège, Y. Lalanne, V. Gouriou, G. Hemery, Marjolaine Girin, et al.. Estimating actual seabirds mortality at sea and relationship with oil spills : lesson from the "Prestige" oil spill in Aquitaine (France). Ardeola, Sociedad Espanola de Ornitologia, 2007, 54 (2), pp.289-307. ⟨hal-02667202⟩

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⟩

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⟩

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⟩

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⟩

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⟩

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⟩

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⟩

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⟩

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, 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⟩

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⟩

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⟩

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⟩

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, 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⟩

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⟩

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⟩

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. Learning Concept-Driven Document Embeddings for Medical Information Search. Conference on Artificial Intelligence in Medicine (AIME 2017), Jun 2017, Vienna, Austria. ⟨hal-01517094⟩

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⟩

Lynda Tamine, Laure Soulier. Collaborative Information Retrieval: Concepts, Models and Evaluation. Advances 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⟩. ⟨hal-01296314⟩

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⟩

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⟩

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⟩

Abdelhamid Chellal, Lamjed Ben Jabeur, Laure Soulier, Bilel Moulahi, Thomas Palmer, et al.. IRIT at TREC Microblog 2015. 34th Text REtrieval Conference (TREC 2015), Nov 2015, Gaithersburg, MD, United States. ⟨hal-01290136⟩

Leif Azzopardi, Jeremy Pickens, Tetsuya Sakai, Laure Soulier, Lynda Tamine. ECol 2015: First international workshop on the Evaluation on Collaborative Information Seeking and Retrieval. ACM International on Conference on Information and Knowledge Management, Oct 2015, Melbourne, Australia. pp.1943 - 1944, ⟨10.1145/2806416.2806881⟩. ⟨hal-01518067⟩

Lamjed Ben Jabeur, Laure Soulier, Lynda Tamine. IRIT at CLEF 2015: A product search model for head queries. CLEF 2015 - Conference and Labs of the Evaluation forum, Sep 2015, Toulouse, France. ⟨hal-01296347⟩

Lynda Tamine, Laure Soulier. Understanding the Impact of the Role Factor in Collaborative Information Retrieval. ACM International on Conference on Information and Knowledge Management, CIKM 2015, Oct 2015, Melbourne, Australia. ⟨10.1145/2806416.2806481⟩. ⟨hal-01296343⟩

Laure Soulier, Lynda Tamine. Définition et exploitation des méta-rôles des utilisateurs pour la recherche d'information collaborative. CORIA 2015 - Conférence en Recherche d'Infomations et Applications, Mar 2015, Paris, France. pp. 107-122. ⟨hal-01296346⟩

Lynda Tamine, Laure Soulier, Lamjed Ben Jabeur, Frédéric Amblard, Chihab Hanachi, et al.. 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. ⟨hal-01246613⟩

Laure Soulier, Chirag Shah, Lynda Tamine. User-Driven System-Mediated Collaborative Information Retrieval. Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval, Jul 2014, Gold Coast, Australia. ⟨10.1145/2600428.2609598⟩. ⟨hal-01132594v2⟩

Laure Soulier, Lynda Tamine, Wahiba Bahsoun. Un modèle de recherche d'information collaborative basé sur l'expertise des utilisateurs. COnférence en Recherche d’Information et Applications 2014 (CORIA 2014), Mar 2014, Nancy, France. pp.35-50. ⟨hal-01110713⟩

Laure Soulier, Lynda Tamine, Wahiba Bahsoun. A Collaborative Document Ranking Model for a Multi-faceted Search. 9th Asia Information Retrieval Societies Conference, AIRS 2013, Dec 2013, Singapour, Singapore. pp.109 - 120, ⟨10.1007/978-3-642-45068-6_10⟩. ⟨hal-01110710⟩

Laure Soulier, Lamjed Ben Jabeur, Lynda Tamine, Wahiba Bahsoun. BibRank: a language-based model for co-ranking entities in bibliographic networks. ACM/IEEE Joint Conference on Digital Libraries (JCDL 2012), Jun 2012, Washington, DC, United States. pp.61-70, ⟨10.1145/2232817.2232832⟩. ⟨hal-00773100⟩

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. INFormatique des Organisations et Systemes d'Information et de Decision (INFORSID 2012), May 2012, Montpellier, France. ⟨hal-00773107⟩

Jean- Michel Brun, Benjamin Basso, Marie-Dominique Bernadet, Francois Dubos, Laure Soulier. Relations génétiques entre caractères de croissance, de reproduction et de gavage chez l'oie Landaise grise. Réunion du Groupe Palmipède INRA SRA-SAGA, Oct 2010, Bordeaux, France. pp.1-2. ⟨hal-02820548⟩

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, 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⟩

Patrice Bellot, Chiraz Trabelsi, Josiane Mothe, Fionn Murtagh, Jian-Yun Nie, et al.. Experimental IR Meets Multilinguality, Multimodality, and Interaction (CLEF 2018, Avignon,France). Bellot, Patrice; Trabelsi, Chiraz; Mothe, Josiane; Murtagh, Fionn; Nie, Jian-Yun; Soulier, Laure; Sanjuan, Eric; Cappellato, Linda; Ferro, Nicola. 9th International Conference of the CLEF Association (CLEF 2018), Sep 2018, Avignon, France. Lecture Notes in Computer Science, Springer Berlin / Heidelberg; Springer, 2018, Experimental IR Meets Multilinguality, Multimodality, and Interaction, 978-3-319-98931-0. ⟨10.1007/978-3-319-98932-7⟩. ⟨hal-03044243⟩

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⟩

Leif Azzopardi, Jeremy Pickens, Tetsuya Sakai, Laure Soulier, Lynda Tamine. 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 - 23/10/2015. Azzopardi, Leif and Pickens, Jeremy and Sakai, Tetsuya and Soulier, Laure and Tamine, Lynda. ACM, 2015. ⟨hal-03198254⟩

Laure Soulier, Lynda Tamine, Tetsuya Sakai, Leif Azzopardi, Jeremy Pickens. Report of ECol Workshop Report on the First International Workshop on the Evaluation on Collaborative Information Seeking and Retrieval (ECol'2015). 2015, ⟨10.1145/2964797.2964805⟩. ⟨hal-01296354⟩

Sharon Oviatt, Laure Soulier. Conversational Search Conversational Search for Learning Technologies. [Research Report] Arxiv. 2020. ⟨hal-02488525⟩

Laure Soulier. Définition et évaluation de modèles de recherche d'information collaborative basés sur les compétences de domaine et les rôles des utilisateurs. Recherche d'information [cs.IR]. Université de Toulouse, 2014. Français. ⟨tel-01110721⟩