Céline Alec
Présentation
Publications
Publications
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Automatic Ontology Population from Textual Advertisements: LLM vs. Semantic Approach28th International Conference on Knowledge Based and Intelligent information and Engineering Systems (KES), Sep 2024, Séville, Espagne, France. pp.3083-3092, ⟨10.1016/j.procs.2024.09.364⟩ |
Peuplement automatique d'ontologie : l'IA générative est-elle plus efficace qu'une approche sémantique ?24ème conférence francophone sur l'Extraction et la Gestion des Connaissances (EGC), Jan 2024, Dijon, France |
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Ontology Population from French Classified Ads28th International Conference on Conceptual Structures, Sep 2023, Berlin, Germany |
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Peuplement d'ontologie à partir de petites annonces immobilières34es Journées francophones d'Ingénierie des Connaissances (IC 2023) @ Plate-Forme Intelligence Artificielle (PFIA 2023), Jul 2023, Strasbourg, France |
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FETD²: A Framework for Enabling Textual Data Denoising via Robust Contextual Embeddings25th International Conference on Theory and Practice of Digital Libraries, Sep 2021, Virtual Event, United Kingdom. pp.3-16, ⟨10.1007/978-3-030-86324-1_1⟩ |
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Blogger or President? Exploitation of Patterns in Entity Type Graphs for Representative Entity Type ClassificationProceedings of the 12th International ACM Web Science Conference (WebSci '20), Southampton, UK, July 7-10, Jul 2020, Southampton, United Kingdom |
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CALVADOS: A Tool for the Semantic Analysis and Digestion of Web ContentsExtended Semantic Web Conference 2019, Jun 2019, Portorož, Slovenia |
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ELEVATE-Live: Assessment and Visualization of Online News Virality via Entity-Level AnalyticsInternational Conference on Web Engineering, Jun 2018, Cáceres, Spain |
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Semantic Fingerprinting: A Novel Method for Entity-Level Content ClassificationInternational Conference on Web Engineering, Jun 2018, Cáceres, Spain |
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An Ontology-Driven Approach for Semantic Annotation of Documents with Specific ConceptsThe Semantic Web. Latest Advances and New Domains. 13th ESWC 2016, May 2016, Heraklion, Greece. pp.609-624, ⟨10.1007/978-3-319-34129-3_37⟩ |
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A model for Linked Open Data Acquisition and SPARQL Query Generation22nd International Conference on Conceptual Structure , Jul 2016, Annecy, France. pp.237-251 |
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An ontology-based Method for Discovering Specific Concepts from texts via Knowledge CompletionKESA included in ALLDATA 2016: The Second International Conference on Big Data, Small Data, Linked Data and Open Data, Feb 2016, Lisbonne, Portugal. pp.96-101 |
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Une approche combinée pour l’enrichissement d’ontologie à partir de textes et de données du LODEGC (Extraction et Gestion des Connaissances), Jan 2016, Reims, France. pp.171-182 |
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Automatic Ontology Population from Product CatalogsKnowledge Engineering and Knowledge Management - 19th International Conference (EKAW), Nov 2014, Linköping, Sweden. pp.1-12 |
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A Case Study on Verification of a Cloud Hypervisor by Proof and Structural TestingTAP 2014: International Conference on Tests and Proofs, Jul 2014, York, United Kingdom. pp.158-164 |
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Peuplement automatique d'ontologie à partir d'un catalogue de produitsIC - 25èmes Journées francophones d'Ingénierie des Connaissances, May 2014, Clermont-Ferrand, France. pp.87-98 |
A Combined Approach for Ontology Enrichment from Textual and Open DataAdvances in Knowledge Discovery and Management, 2017 |
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Semantic vs. LLM-based approach: A case study of KOnPoTe vs. Claude for ontology population from French advertisementsData and Knowledge Engineering, 2025, 156, pp.102392. ⟨10.1016/j.datak.2024.102392⟩ |
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Fine-grained Web Content Classification via Entity-level Analytics: The Case of Semantic FingerprintingJournal of Web Engineering, 2018, 17 (6), pp.449-482. ⟨10.13052/jwe1540-9589.17673⟩ |
Modèle d'acquisition de données du LOD et génération automatique de requêtesRevue des Nouvelles Technologies de l'Information, 2016, Open Data : bilans, avancées et nouveaux défis, E-32, pp.79-110 |
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Identification des catégories de produits issus de catalogues publicitairesRevue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2016, 30 (5), pp.22. ⟨10.3166/RIA.30.557-578⟩ |
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Enrichissement et peuplement d’ontologie à partir de textes et de données du LOD : Application à l’annotation automatique de documentsIntelligence artificielle [cs.AI]. Université Paris Saclay (COmUE), 2016. Français. ⟨NNT : 2016SACLS228⟩ |
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Logiciel KOnPoTe2025 |