Shufan JIANG
Domaines de recherche
Publications
Publications
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Improving text mining in plant health domain with GAN and/or pre-trained language modelFrontiers in Artificial Intelligence, 2023, 6, pp.1072329. ⟨10.3389/frai.2023.1072329⟩ |
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Towards Disambiguation of Mathematical Terms based on Semantic RepresentationsSCOLIA 2025 - First International Workshop on Scholarly Information Access, Apr 2025, Lucca, Italy |
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AI4DiTraRe: Towards LLM-Based Information Extraction for Standardising Climate Research RepositoriesFirst AAAI Bridge on Artificial Intelligence for Scholarly Communication AI4SC, Feb 2025, Philadelphia, United States. ⟨10.5281/zenodo.14872358⟩ |
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MathD2: Towards Disambiguation of Mathematical TermsProceedings of the Fifth Workshop on Scholarly Document Processing (SDP 2025), Jul 2025, Vienna, France. pp.17-30, ⟨10.18653/v1/2025.sdp-1.3⟩ |
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How to Turn Card Catalogs into LLM FodderDLnLD: Deep Learning and Linked Data @LREC-COLING-2024, May 2024, Torino, Italy |
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ChouBERT : Pré-entraînement d'un modèle de langue française pour le Crowdsensing avec des Tweets dans un contexte phytosanitaireINFORSID 2023 - INFormatique des ORganisations et Systèmes d'Information et de Décision, May 2023, La Rochelle, France |
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Extracting Definienda in Mathematical Scholarly Articles with TransformersThe 2nd Workshop on Information Extraction from Scientific Publications at IJCNLP-AACL 2023, Nov 2023, Online, Indonesia |
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Named Entity Recognition for Monitoring Plant Health Threats in Tweets: a ChouBERT Approach2022 6th International Conference on Universal Village (UV), 2022, Boston, United States. ⟨10.1109/UV56588.2022.10185492⟩ |
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ChouBERT: Pre-training French Language Model for Crowdsensing with Tweets in Phytosanitary ContextInternational Conference on Research Challenges in Information Science (RCIS), 2022, Barcelona, Spain. pp.653-661, ⟨10.1007/978-3-031-05760-1_40⟩ |
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Informativeness In Twitter Textual Contents For Farmer-centric Plant Health MonitoringInternational Conference on Pattern Recognition and Artificial Intelligence (ICPRAI), 2022, Paris, France. ⟨10.1007/978-3-031-09282-4_41⟩ |
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Fine-tuning BERT-based models for Plant Health Bulletin ClassificationTechnology and Environment Workshop, 2021, Montpellier, France |
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Towards the Integration of Agricultural Data From Heterogeneous Sources: Perspectives for the French Agricultural Context Using Semantic TechnologiesAdvanced Information Systems Engineering Workshops (CAiSE), 2020, Grenoble, France. ⟨10.1007/978-3-030-49165-9_8⟩ |
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Informativité dans les Contenus Textuels Twitter pour la Phytosurveillance Centrée sur l'observation des AgriculteursConférence francophone sur l'Extraction et la Gestion des Connaissances, Jan 2022, Blois, France |
Vers la Reconstruction des Connaissances Agricoles : Perspectives de Détection des Risques Naturels à partir de Sources de Données HétérogènesExtraction et Gestion des Connaissances (EGC), 2021, Montpellier, France. 2021 |
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Knowledge Graphs in the Age of Language Models and Neuro-Symbolic AI : Proceedings of the 20th International Conference on Semantic Systems, 17–19 September 2024, Amsterdam, The Netherlands20th International Conference on Semantic Systems, Sep 2024, Amsterdam, Netherlands. 60, IOS Press, pp.V-437, 2024, Studies on the Semantic Web, 978-1-64368-537-3. ⟨10.3233/SSW60⟩ |
Integration of textual data for the detection of natural risks in agricultureComputer Science [cs]. Université de Reims Champagne Ardenne, 2022. English. ⟨NNT : ⟩ |