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Laure Soulier

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

Clément Rebuffel , Marco Roberti , Laure Soulier , Geoffrey Scoutheeten , Rossella Cancelliere et al.
Data Mining and Knowledge Discovery, 2021, ⟨10.1007/s10618-021-00801-4⟩
Journal articles hal-03479792v1

Offline versus Online Representation Learning of Documents Using External Knowledge

Lynda Tamine , Laure Soulier , Gia-Hung Nguyen , Nathalie Souf
ACM Transactions on Information Systems, 2019, 37 (4), pp.42:1 - 42:34. ⟨10.1145/3349527⟩
Journal articles hal-02304815v1
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CONFERENCE REPORT - Report on CLEF 2018: Experimental IR Meets Multilinguality, Multimodality, and Interaction

Patrice Bellot , Linda Cappellato , Nicola Ferro , Josiane Mothe , Fionn Murtagh et al.
Sigir Forum, 2019, 52 (2), pp.72-82. ⟨10.1145/3308774.3308785⟩
Journal articles hal-02442736v1
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On the collaboration support in Information Retrieval

Laure Soulier , Lynda Tamine
ACM Computing Surveys, 2017
Journal articles hal-01517104v1
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Vers l'intégration des métarôles pour la recherche d'information collaborative

Laure Soulier , Lynda Tamine
Documents Numériques, 2016, 18 (2-3), pp.9--38. ⟨10.3166/DN.18.2-3.9-38⟩
Journal articles hal-01296335v1
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MineRank: Leveraging users’ latent roles for unsupervised collaborative information retrieval

Laure Soulier , Lynda Tamine , Chirag Shah
Information Processing and Management, 2016, 52 (6), pp.1122-1141. ⟨10.1016/j.ipm.2016.05.002⟩
Journal articles hal-01353589v1
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On Domain Expertise-based Roles in Collaborative Information Retrieval

Laure Soulier , Lynda Tamine , Wahiba Bahsoun
Information Processing and Management, 2014, 50 (5), pp.752-774. ⟨10.1016/j.ipm.2014.04.002⟩
Journal articles hal-01118658v2
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On Ranking Relevant Entities in Heterogeneous Networks Using a Language-Based Model

Laure Soulier , Lamjed Ben Jabeur , Lynda Tamine , Wahiba Bahsoun
Journal of the Association for Information Science and Technology, 2013, 64 (3), pp.500-515. ⟨10.1002/asi.22762⟩
Journal articles hal-00856667v2
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Interactive Query Clarification and Refinement via User Simulation

Pierre Erbacher , Ludovic Denoyer , Laure Soulier
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⟩
Conference papers hal-03880709v1
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Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs

Hanane Djeddal , Thomas Gérald , Laure Soulier , Karen Pinel-Sauvagnat , Lynda Tamine et al.
44th European Conference on Information Retrieval (ECIR 2022), Apr 2022, Stavanger, Norway. ⟨10.48550/arXiv.2112.04344⟩
Conference papers hal-03563311v1

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

Hanane Djeddal , Thomas Gerald , Laure Soulier , Karen Pinel-Sauvagnat , Lynda Tamine et al.
Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), Jul 2022, Samatan, Gers, France
Conference papers hal-03757579v1
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Continual Learning of Long Topic Sequences in Neural Information Retrieval

Thomas Gerald , Laure Soulier
44th European Conference on Information Retrieval (ECIR 2022), Apr 2022, Stavanger, Norway
Conference papers hal-03563308v1

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

Laure Soulier , Thomas Gerald
CIRCLE'22: Conference of the Information Retrieval Communities in Europe, Jul 2022, Samatan, France
Conference papers hal-03757587v1
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State of the Art of User Simulation approaches for conversational information retrieval

Pierre Erbacher , Laure Soulier , Ludovic Denoyer
CSR-Sim4IR 2021 Causality in Search and Recommendation and Simulation of Information Retrieval Evaluation 2021, Jul 2021, Online, Canada
Conference papers hal-03480742v1
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Apprentissage non supervisé de représentations de mots à l'aide de réseaux de convolution bilinéaires sur des caractères

Thomas Luka , Laure Soulier , David Picard
CORIA 2021, Apr 2021, Grenoble (virtuel), France
Conference papers hal-03309905v1
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Studying Catastrophic Forgetting in Neural Ranking Models

Jesús Lovón-Melgarejo , Laure Soulier , Karen Pinel-Sauvagnat , Lynda Tamine
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⟩
Conference papers hal-03156630v1

Unsupervised Word Representations Learning with Bilinear Convolutional Network on Characters

Thomas Luka , Laure Soulier , David Picard
The 29th European Symposium on Artificial Neural Networks, Oct 2021, Online, Belgium. pp.251-256, ⟨10.14428/esann/2021.ES2021-38⟩
Conference papers hal-03479768v1
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État de l'art des approches de modélisation et de simulation utilisateur pour la recherche d'information conversationnelle

Pierre Erbacher , Laure Soulier
CORIA 2021, Apr 2021, Grenoble, France
Conference papers hal-03480755v1
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Oubli Catastrophique et Modèles Neuronaux de Recherche d'Information

Jesus Lovon Melgarejo , Laure Soulier , Karen Pinel-Sauvagnat , Lynda Tamine
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
Conference papers hal-03309985v1
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Data-QuestEval: A Reference-less Metric for Data-to-Text Semantic Evaluation

Clément Rebuffel , Thomas Scialom , Laure Soulier , Benjamin Piwowarski , Sylvain Lamprier et al.
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⟩
Conference papers hal-03479905v1
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PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text Generation

Clément Rebuffel , Laure Soulier , Geoffrey Scoutheeten , Patrick Gallinari
Proceedings of the 13th International Conference on Natural Language Generation, INLG 2020, Dec 2020, Dublin, Ireland
Conference papers hal-03479883v1

A Hierarchical Model for Data-to-Text Generation

Clément Rebuffel , Laure Soulier , Geoffrey Scoutheeten , Patrick Gallinari
42nd European Conference on IR Research, ECIR 2020, Apr 2020, Lisbon, Portugal. pp.65-80, ⟨10.1007/978-3-030-45439-5_5⟩
Conference papers hal-02774325v1

Capturing Entity Hierarchy in Data-to-Text Generative Models

Clément Rebuffel , Laure Soulier , Geoffrey Scoutheeten , Patrick Gallinari
First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), Jul 2020, Online, France
Conference papers hal-03479813v1

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

Patrick Bordes , Éloi Zablocki , Laure Soulier , Benjamin Piwowarski
COnférence en Recherche d'Informations et Applications, May 2019, Lyon, France. ⟨10.24348/coria.2019.CORIA_2019_paper_9⟩
Conference papers hal-02351045v1
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Context-Aware Zero-Shot Learning for Object Recognition

Eloi Zablocki , Patrick Bordes , Benjamin Piwowarski , Laure Soulier , Patrick Gallinari et al.
Thirty-sixth International Conference on Machine Learning (ICML), Jun 2019, Long Beach, CA, United States
Conference papers hal-02116654v1
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Incorporating Visual Semantics into Sentence Representations within a Grounded Space

Patrick Bordes , Éloi Zablocki , Laure Soulier , Benjamin Piwowarski , Patrick Gallinari et al.
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⟩
Conference papers hal-02351003v1
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Modèle de compréhension du besoin en information pour la RI conversationnelle

Wafa Aissa , Laure Soulier , Ludovic Denoyer
CORIA 2019 - 16ème COnférence en Recherche d’Information et Applications, Mar 2019, Lyon, France
Conference papers hal-02150653v1

Learning Multi-Modal Word Representation Grounded in Visual Context

Éloi Zablocki , Benjamin Piwowarski , Laure Soulier , Patrick Gallinari
Association for the Advancement of Artificial Intelligence (AAAI), Feb 2018, New Orleans, United States
Conference papers hal-01632414v1
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Cross-Modal Retrieval in the Cooking Context

Micael Carvalho , Rémi Cadène , David Picard , Laure Soulier , Nicolas Thome et al.
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⟩
Conference papers hal-01839068v1
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Images & Recipes: Retrieval in the cooking context

Micael Carvalho , Remi Cadene , David Picard , Laure Soulier , Matthieu Cord et al.
International Conference on Data Engineering (ICDE), DECOR workshop, Apr 2018, Paris, France
Conference papers hal-01841660v1
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Apprentissage multimodal de représentation de mots à l'aide de contexte visuel

Eloi Zablocki , Benjamin Piwowarski , Laure Soulier , Patrick Gallinari
Conférence sur l'Apprentissage Automatique, Jun 2018, Rouen, France
Conference papers hal-01842358v1
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Modèle neuronal tripartite pour la représentation de documents

Gia-Hung Nguyen , Lynda Tamine , Laure Soulier , Nathalie Bricon-Souf
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
Conference papers hal-01841606v1
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A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems

Wafa Aissa , Laure Soulier , Ludovic Denoyer
SCAI 2018 : 2nd edition of the workshop on Search-Oriented Conversational AI, Oct 2018, Bruxelles, Belgium. pp.33 - 39
Conference papers hal-02002991v1
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A Tri-Partite Neural Document Language Model for Semantic Information Retrieval

Gia-Hung Nguyen , Lynda Tamine , Laure Soulier , Nathalie Souf
ESWC 2018 - 15th European Semantic Web Conference, Jun 2018, Heraklion, Crète, Greece. pp.445-461, ⟨10.1007/978-3-319-93417-4_29⟩
Conference papers hal-01841594v2
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Apprentissage de représentation des documents médicaux guidé par les concepts pour la recherche d'information

Gia-Hung Nguyen , Lynda Tamine , Laure Soulier , Nathalie Souf
4e Symposium sur l'Ingénierie de l'Information Médicale (SIIM 2017), Nov 2017, Toulouse, France. pp.1-8
Conference papers hal-02316857v1
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Second International Workshop On the Evaluation of Collaborative Information Seeking and Retrieval (ECol'17)

Leif Azzopardi , Jeremy Pickens , Chirag Shah , Laure Soulier , Lynda Tamine et al.
ECol 2017 @ 2017 Conference on Conference Human Information Interaction and Retrieval, ACM SIGIR, Mar 2017, Oslo, Norway. pp.429-431, ⟨10.1145/3020165.3022164⟩
Conference papers hal-01518028v1
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DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents

Gia-Hung Nguyen , Laure Soulier , Lynda Tamine , Nathalie Bricon-Souf
3rd International Conference on the Theory of Information Retrieval (ICTIR 2017), ACM SIGIR, Oct 2017, Amsterdam, Netherlands. pp.19-26, ⟨10.1145/3121050.3121063⟩
Conference papers hal-01549543v1
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Modèle Neuronal de Recherche d'Information Augmenté par une Ressource Sémantique

Gia-Hung Nguyen , Laure Soulier , Lynda Tamine , Nathalie Bricon-Souf
Conférence 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
Conference papers hal-01517032v1
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LIP6@CLEF2017: Multi-Modal Spatial Role Labeling using Word Embeddings Working notes

Éloi Zablocki , Patrick Bordes , Laure Soulier , Benjamin Piwowarski , Patrick Gallinari et al.
CLEF 2017, 2017, Dublin, Ireland
Conference papers hal-01579493v1
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Learning Concept-Driven Document Embeddings for Medical Information Search

Gia-Hung Nguyen , Lynda Tamine , Laure Soulier , Nathalie Souf
16th Conference on Artificial Intelligence in Medicine (AIME 2017), Jun 2017, Vienna, Austria. pp.160-170, ⟨10.1007/978-3-319-59758-4_17⟩
Conference papers hal-01517094v1
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Collaborative Information Retrieval: Concepts, Models and Evaluation

Lynda Tamine , Laure Soulier
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⟩
Conference papers hal-01296314v1
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Collaborative Information Retrieval: Frameworks, Theoretical Models, and Emerging Topics

Lynda Tamine , Laure Soulier
2nd ACM International Conference on the Theory of Information Retrieval (ICTIR 2016), Sep 2016, Newark, DE, United States. ⟨10.1145/2970398.2970442⟩
Conference papers hal-01348916v1
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Quels facteurs de pertinence pour la recherche de produits e-commerce ?

Laure Soulier , Lamjed Ben Jabeur , Paul Mousset , Lynda Tamine
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
Conference papers hal-01296325v1
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Living Ranking: from online to real-time information retrieval evaluation

Lamjed Ben Jabeur , Laure Soulier , Paul Mousset , Lynda Tamine
Conference and Labs of the Evaluation Forum (CLEF 2016): "Information access Evaluation meets Multilinguality, Multimodality and Interaction", Sep 2016, Evora, Portugal
Conference papers hal-01349114v1
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Toward a Deep Neural Approach for Knowledge-Based IR

Gia-Hung Nguyen , Lynda Tamine , Laure Soulier , Nathalie Bricon-Souf
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
Conference papers hal-01348993v1
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IRIT @ TREC 2016 Clinical Decision Support Track

Gia-Hung Nguyen , Laure Soulier , Lynda Tamine , Nathalie Bricon-Souf
Text REtrieval Conference (TREC 2016), Nov 2016, Gaithersburg, MD, United States
Conference papers hal-01464681v1
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Answering Twitter Questions: a Model for Recommending Answerers through Social Collaboration

Laure Soulier , Lynda Tamine , Gia-Hung Nguyen
CIKM 2016 - 25th ACM International Conference on Information and Knowledge Management, Oct 2016, Indianapolis, United States. pp.267-276, ⟨10.1145/2983323.2983771⟩
Conference papers hal-01353587v1
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A Product Feature-based User-Centric Ranking Model for E-Commerce Search

Lamjed Ben Jabeur , Laure Soulier , Lynda Tamine , Paul Mousset
7th Conference and Labs of the Evaluation Forum (CLEF 2016): "Information Access Evaluation meets Multilinguality, Multimodality and Interaction", Sep 2016, Evora, Portugal
Conference papers hal-01349111v1
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Social Media-Based Collaborative Information Access: Analysis of Online Crisis-Related Twitter Conversations

Lynda Tamine , Laure Soulier , Lamjed Ben Jabeur , Frédéric Amblard , Chihab Hanachi et al.
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⟩
Conference papers hal-03597237v1
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IRIT at CLEF 2015: A product search model for head queries

Lamjed Ben Jabeur , Laure Soulier , Lynda Tamine
CLEF 2015 - Conference and Labs of the Evaluation forum, Sep 2015, Toulouse, France
Conference papers hal-01296347v1
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IRIT at TREC Microblog 2015

Abdelhamid Chellal , Lamjed Ben Jabeur , Laure Soulier , Bilel Moulahi , Thomas Palmer et al.
34th Text REtrieval Conference (TREC 2015), Nov 2015, Gaithersburg, MD, United States
Conference papers hal-01290136v1
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ECol 2015: First international workshop on the Evaluation on Collaborative Information Seeking and Retrieval

Leif Azzopardi , Jeremy Pickens , Tetsuya Sakai , Laure Soulier , Lynda Tamine et al.
ACM International on Conference on Information and Knowledge Management, Oct 2015, Melbourne, Australia. pp.1943 - 1944, ⟨10.1145/2806416.2806881⟩
Conference papers hal-01518067v1
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Accès à l’information dans les réseaux sociaux : quelles formes de collaboration ?

Lynda Tamine , Laure Soulier , Lamjed Ben Jabeur , Frédéric Amblard , Chihab Hanachi et al.
MARAMI 2015 – Modèles et Analyses Réseau: Approches Mathématiques et Informatiques, Oct 2015, Nîmes, France
Conference papers hal-01246613v1
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Understanding the Impact of the Role Factor in Collaborative Information Retrieval

Lynda Tamine , Laure Soulier
ACM International on Conference on Information and Knowledge Management, CIKM 2015, Oct 2015, Melbourne, Australia. ⟨10.1145/2806416.2806481⟩
Conference papers hal-01296343v1
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Définition et exploitation des méta-rôles des utilisateurs pour la recherche d'information collaborative

Laure Soulier , Lynda Tamine
CORIA 2015 - Conférence en Recherche d'Infomations et Applications, Mar 2015, Paris, France. pp. 107-122
Conference papers hal-01296346v1
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Un modèle de recherche d'information collaborative basé sur l'expertise des utilisateurs

Laure Soulier , Lynda Tamine , Wahiba Bahsoun
COnférence en Recherche d’Information et Applications 2014 (CORIA 2014), Mar 2014, Nancy, France. pp.35-50
Conference papers hal-01110713v1
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User-Driven System-Mediated Collaborative Information Retrieval

Laure Soulier , Chirag Shah , Lynda Tamine
Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval, Jul 2014, Gold Coast, Australia. ⟨10.1145/2600428.2609598⟩
Conference papers hal-01132594v2
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A Collaborative Document Ranking Model for a Multi-faceted Search

Laure Soulier , Lynda Tamine , Wahiba Bahsoun
9th Asia Information Retrieval Societies Conference, AIRS 2013, Dec 2013, Singapour, Singapore. pp.109 - 120, ⟨10.1007/978-3-642-45068-6_10⟩
Conference papers hal-01110710v1
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BibRank: a language-based model for co-ranking entities in bibliographic networks

Laure Soulier , Lamjed Ben Jabeur , Lynda Tamine , Wahiba Bahsoun
ACM/IEEE Joint Conference on Digital Libraries (JCDL 2012), Jun 2012, Washington, DC, United States. pp.61-70, ⟨10.1145/2232817.2232832⟩
Conference papers hal-00773100v1
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Modèle de langue pour l'ordonnancement conjoint d'entités pertinentes dans un réseau d'informations hétérogènes

Laure Soulier , Lamjed Ben Jabeur , Lynda Tamine , Wahiba Bahsoun
INFormatique des Organisations et Systemes d'Information et de Decision (INFORSID 2012), May 2012, Montpellier, France
Conference papers hal-00773107v1

Relations génétiques entre caractères de croissance, de reproduction et de gavage chez l'oie Landaise grise

Jean- Michel J.- . M. Brun , Benjamin B. Basso , Marie-Dominique M.-D. Bernadet , Francois F. Dubos , Laure Soulier et al.
Réunion du Groupe Palmipède INRA SRA-SAGA, Oct 2010, Bordeaux, France. pp.1-2
Conference papers hal-02820548v1
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Neural Language Models for Faithful Data-to-Text Generation and Proactive Conversational Search

Laure Soulier
Artificial Intelligence [cs.AI]. Sorbonne université, 2023
Habilitation à diriger des recherches tel-04040213v1