Ludovic Moncla
- Data Mining and Machine Learning (DM2L)
Publications
Publications
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Construction few-shot et fusion de graphes de connaissances temporels dynamiques atomiques à partir de textesAtelier Graphes de connaissances et Ontologies : de l'Apprentissage à l'Exploitation (GOLE), Conférence EGC 2026, Jan 2026, Anglet (64), France |
Universal dictionaries and ancyclopædias from the eighteenth century to the digital ageICHLL15 International Conference on Historical Lexicography and Lexicology, Jun 2025, Lisboa, Portugal |
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Vers une Extraction Automatique de Structures Spatiales Statiques pour le FrançaisAtelier Humanités Numériques Spatialisées à l’ère des graphes de connaissances et des grands modèles de langage, Conférence SAGEO, May 2025, Avignon, France |
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Évaluation des Grands Modèles de Langage pour la Reconnaissance d'Entités NomméesL'impact des larges modèles de langue et des agents conversationnels sur les études du texte, Nov 2024, Auberviliers, France |
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Mapping Global Protest Tendencies: Geolocating Trends and Topics Through Wikipedia AnalysisSecond International Workshop on Geographic Information Extraction from Texts (GeoExT), Mar 2024, Glasgow, United Kingdom |
Knowledge Graph Construction Using Large Language ModelsJournée nationale sur la fouille de textes, Jun 2024, Lyon, France |
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iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models25th International Conference on Web Information Systems Engineering (WISE 2024), Dec 2024, Doha, Qatar. ⟨10.48550/arXiv.2409.03284⟩ |
Evaluation of Transformer Models (from BERT to GPT) for Geographic Information RecognitionThematic Semester Digital Humanities and Artificial intelligence - Final Conference, CNRS AISSAI, Dec 2024, Paris, France |
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From BERT Fine-tuning to LLM PromptingFirst workshop of the PHC GeoLiaison project, Sep 2024, Paris, France |
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Evaluating Named Entity Recognition Using Few-Shot Prompting with Large Language ModelsA Conversation between AI and the Humanities, Nov 2024, Lyon, France |
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Propositions pour une étude interdisciplinaire de la géographie dans un dictionnaire universel et une encyclopédie du XVIIIe siècle1er colloque du réseau METALEX : « Lexicographie, Métalexicographie, nouveaux défis », Jun 2024, Cergy, France |
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GeoEDdA: A Gold Standard Dataset for Geo-semantic Annotation of Diderot & d'Alembert's EncyclopédieSecond International Workshop on Geographic Information Extraction from Texts (GeoExT) to be held at the 46th European Conference on Information Retrieval (ECIR 2024), Mar 2024, Glasgow, United Kingdom |
A Methodology for the Analysis of Global Protest Tendencies from Wikipedia Articles16th European Sociological Association Conference 2024, Aug 2024, Porto, Portugal |
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A digital exploration of geographic knowledge in Diderot and d’Alembert’s Encyclopédie30th International Conference on the History of Cartography (ICHC), Jul 2024, Lyon, France |
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Perdido: Python library for geoparsing and geocoding French textsFirst International Workshop on Geographic Information Extraction from Texts (GeoExT), Apr 2023, Dublin, Ireland |
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Perdido : librairie Python pour le geoparsing et le geocoding de textes en françaisExtraction et Gestion des Connaissances (EGC'2023), Jan 2023, Lyon, France |
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Comparaison diachronique de motifs récurrents dans deux encyclopédies11e Journées Linguistique de Corpus, Laboratoire LIDILEM, Jul 2023, Grenoble, France |
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Extracting positive descriptions and exploring landscape value using text analysis in the Cairngorms National Park7th ACM SIGSPATIAL International Workshop on Geospatial Humanities, Nov 2023, Hamburg, Germany. pp.44-47, ⟨10.1145/3615887.3627758⟩ |
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Classification automatique d'articles encyclopédiquesExtraction et Gestion des Connaissances (EGC'2022), Jan 2022, Blois, France |
Domaines et articles dans l'Encyclopédie : problèmes de classificationAtelier UChicago Center "Données et discours géographiques en France au 18e siècle", Jun 2021, Paris, France |
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Combinaison d’approches qualitative et quantitative pour le repérage et la classification des entités nommées dans l’Encyclopédie de Diderot et d’Alembert (1751-1772)Theoretical linguistics in the light of the interaction of qualitative and quantitative approaches, Jun 2021, Neuchâtel, Suisse |
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Approche symbolique pour la classification des entités nommées dans l'Encyclopédie de Diderot et d'AlembertAtelier UChicago Center "Données et discours géographiques en France au 18e siècle", Jun 2021, Paris, France |
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Ontology-Based Approach for Neighborhood and Real Estate Recommendations4th ACM SIGSPATIAL Workshop on Location-Based Recommendations, Geosocial Networks, and Geoadvertising (LocalRec'20), Nov 2020, Seattle, WA, United States. pp.1-10, ⟨10.1145/3423334.3431452⟩ |
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Étude des quartiers : défis et pistes de rechercheConférence Extraction et Gestion de Connaissances 2019 (EGC2019) Atelier DigitAl Humanities and cuLtural herItAge: data and knowledge management and analysis (DAHLIA 2019) -, Jan 2019, Metz, France |
GeoDISCO: Encyclopedic Geographical Discourse in France from the Enlightenment to WikipediaGIR'19, 13th International Workshop on Geographic Information Retrieval, Nov 2019, Lyon, France |
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Toponym disambiguation in historical documents using network analysis of qualitative relationships3rd ACM SIGSPATIAL International Workshop on Geospatial Humanities, Nov 2019, Chicago, United States. pp.1-4, ⟨10.1145/3356991.3365471⟩ |
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An automatic extraction method of static and dynamic spatial contexts from textsAtelier Science des Données et Humanités Numériques (SDHN), Conférence Internationale Francophone sur l'Extraction et la Gestion de Connaissance (EGC 2018), Jan 2018, Paris, France |
Cartographier les odonymes de Paris cités dans les romans du XIXème siècleAtelier Humanités Numériques Spatialisées (HumaNS’2018) - SAGEO 2018, Nov 2018, Montpellier, France |
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Expérimentation de méthodes d’extraction d’informations géographiques pour les documents historiquesAtelier Humanités Numériques Spatialisées (HumaNS’2018) - SAGEO 2018, Nov 2018, Montpellier, France |
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Extended Named Entity Recognition Using Finite-State Transducers: An Application To Place NamesThe Ninth International Conference on Advanced Geographic Information Systems, Applications, and Services (GEOProcessing 2017), Mar 2017, Nice, France |
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Projet CHOUCAS : Intégration de données hétérogènes et raisonnement spatial pour l'aide à la localisation des victimes en montagneSpatial Analysis and GEOmatics 2017, INSA de rouen, Nov 2017, Rouen, France |
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Services Web pour l'annotation sémantique d'information spatiale à partir de corpus textuelsSAGEO Spatial Analysis and GEOmatics 2017, INSA de rouen, Nov 2017, Rouen, France |
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Automated Geoparsing of Paris Street Names in 19th Century Novels1st ACM SIGSPATIAL Workshop on Geospatial Humanities, Nov 2017, Redondo Beach, CA, United States. ⟨10.1145/3149858.3149859⟩ |
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A multi-layer markup language for geospatial semantic annotations9th Workshop on Geographic Information Retrieval, Nov 2015, Paris, France. ⟨10.1145/2837689.2837700⟩ |
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Automatic Itinerary Reconstruction from TextsEighth International Conference on Geographic Information Science (GIScience 2014), Sep 2014, Vienna, Austria. pp.253-267, ⟨10.1007/978-3-319-11593-1_17⟩ |
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Geocoding for texts with fine-grain toponyms: an experiment on a geoparsed hiking descriptions corpusACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2014), Nov 2014, Dallas, Texas, United States. ⟨10.1145/2666310.2666386⟩ |
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Topographic Subtyping of Place Named Entities: a linguistic approachAGILE 2013, May 2013, Leuven, Belgium. pp.1-5 |
Édition numérique du Dictionnaire universel françois et latin, vulgairement appellé Dictionnaire de TrévouxProjet TRÉVOUX, 2026 |
Extracting and Analysing Geographic Information from Natural Language TextsInternational Journal of Geographical Information Science, 40 (3), pp.631-644, 2026, Extracting and Analysing Geographic Information from Natural Language Texts, ⟨10.1080/13658816.2026.2629948⟩ |
3rd International Workshop on Geographic Information Extraction from Texts (GeoExT 2025)3rd International Workshop on Geographic Information Extraction from Texts (GeoExT 2025), Apr 2025, Lucca, Italy. 15576, Springer Nature Switzerland, pp.352-357, 2025, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-88720-8_54⟩ |
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2nd International Workshop on Geographic Information Extraction from Texts (GeoExT 2024)European Conference on Information Retrieval (ECIR), Advances in Information Retrieval, 14612, Springer Nature Switzerland, pp.437-441, 2024, Lecture Notes in Computer Science, 978-3-031-56069-9. ⟨10.1007/978-3-031-56069-9_60⟩ |
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GeoHumanities '23: Proceedings of the 7th ACM SIGSPATIAL International Workshop on Geospatial HumanitiesACM, 2023, 979-8-4007-0349-2. ⟨10.1145/3615887⟩ |
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GeoHumanities '22: Proceedings of the 6th ACM SIGSPATIAL International Workshop on Geospatial HumanitiesSIGSPATIAL '22: The 30th International Conference on Advances in Geographic Information Systems, ACM, 2022, 978-1-4503-9533-5 |
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GeoHumanities '21: Proceedings of the 5th ACM SIGSPATIAL International Workshop on Geospatial HumanitiesSIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, ACM, 2021, 978-1-4503-9102-3 |
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Proceedings of the 4th ACM SIGSPATIAL Workshop on Geospatial Humanities4th ACM SIGSPATIAL Workshop on Geospatial Humanities, 2020 |
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Token and Span Classification for Entity Recognition in French Historical Encyclopedias2025 |
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Discovering Spatial Referencing Strategies in Environmental NarrativesUnlocking Environmental Narratives: Towards Understanding Human Environment Interactions through Computational Text Analysis, Ubiquity Press, pp.211-232, 2022, ⟨10.5334/bcs.k⟩ |
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Glacial Narratives: How Can They Be Captured?Unlocking Environmental Narratives: Towards Understanding Human Environment Interactions through Computational Text Analysis, Ubiquity Press, pp.93-108, 2022, ⟨10.5334/bcs.e⟩ |
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Classification des entités nommées dans l'Encyclopédie ou dictionnaire raisonné des sciences des arts et des métiers par une société de gens de lettres (1751-1772)Actes du 7ème Congrès Mondial de Linguistique Française, Jul 2020, Montpellier, France, , 2020, ⟨10.1051/shsconf/20207811008⟩ |
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Résolution de toponymes par apprentissage profond à partir de cooccurrences et de relations spatiales.16th Spatial Analysis and Geomatics Conference (SAGEO 2021), May 2021, La Rochelle, France |
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Automatic reconstruction of itineraries from descriptive textsInformation Retrieval [cs.IR]. Université de Pau et des Pays de l'Adour; Universidad de Zaragoza, 2015. English. ⟨NNT : ⟩ |