CV HAL - Shufan JIANG

Improving text mining in plant health domain with GAN and/or pre-trained language model

Shufan Jiang , Stéphane Cormier , Rafael Angarita , Francis Rousseaux

Frontiers in Artificial Intelligence, 2023, 6, pp.1072329. ⟨10.3389/frai.2023.1072329⟩

Article dans une revue hal-04008864v1

NERdME: a Named Entity Recognition Dataset for Indexing Research Artifacts in Code Repositories

Genet Asefa Gesese , Zongxiong Chen , Shufan Jiang , Mary Ann Tan , Zhaotai Liu et al.

Proceedings of the ACM Web Conference 2026 (WWW ’26), 2026, Dubai, United Arab Emirates. ⟨10.1145/3774904.3792934⟩

Communication dans un congrès hal-05558744v1

Towards Disambiguation of Mathematical Terms based on Semantic Representations

Shufan Jiang , Mary Ann Tan , Harald Sack

SCOLIA 2025 - First International Workshop on Scholarly Information Access, Apr 2025, Lucca, Italy

Communication dans un congrès hal-05028993v1

AI4DiTraRe: Towards LLM-Based Information Extraction for Standardising Climate Research Repositories

Anna Jacyszyn , Shufan Jiang , Genet Asefa Gesese , Sven Hertling , Tobias Kerzenmacher et al.

First AAAI Bridge on Artificial Intelligence for Scholarly Communication AI4SC, Feb 2025, Philadelphia, United States. ⟨10.5281/zenodo.14872358⟩

Communication dans un congrès hal-04957799v1

MathD2: Towards Disambiguation of Mathematical Terms

Shufan Jiang , Mary Ann Tan , Harald Sack

Proceedings of the Fifth Workshop on Scholarly Document Processing (SDP 2025), Jul 2025, Vienna, France. pp.17-30, ⟨10.18653/v1/2025.sdp-1.3⟩

Communication dans un congrès hal-05203160v1

How to Turn Card Catalogs into LLM Fodder

Mary Ann Tan , Shufan Jiang , Harald Sack

DLnLD: Deep Learning and Linked Data @LREC-COLING-2024, May 2024, Torino, Italy

Communication dans un congrès hal-04590294v1

ChouBERT : Pré-entraînement d'un modèle de langue française pour le Crowdsensing avec des Tweets dans un contexte phytosanitaire

Shufan Jiang , Rafael Angarita , Stéphane Cormier , Julien Orensanz , Francis Rousseaux

INFORSID 2023 - INFormatique des ORganisations et Systèmes d'Information et de Décision, May 2023, La Rochelle, France

Communication dans un congrès hal-04377395v1

Extracting Definienda in Mathematical Scholarly Articles with Transformers

Shufan Jiang , Pierre Senellart

The 2nd Workshop on Information Extraction from Scientific Publications at IJCNLP-AACL 2023, Nov 2023, Online, Indonesia

Communication dans un congrès hal-04282533v1

Named Entity Recognition for Monitoring Plant Health Threats in Tweets: a ChouBERT Approach

Shufan Jiang , Rafael Angarita , Stéphane Cormier , Francis Rousseaux

2022 6th International Conference on Universal Village (UV), 2022, Boston, United States. ⟨10.1109/UV56588.2022.10185492⟩

Communication dans un congrès hal-04245168v1

ChouBERT: Pre-training French Language Model for Crowdsensing with Tweets in Phytosanitary Context

Shufan Jiang , Rafael Angarita , Stéphane Cormier , Julien Orensanz , Francis Rousseaux

International Conference on Research Challenges in Information Science (RCIS), 2022, Barcelona, Spain. pp.653-661, ⟨10.1007/978-3-031-05760-1_40⟩

Communication dans un congrès hal-03621123v1

Informativeness In Twitter Textual Contents For Farmer-centric Plant Health Monitoring

Shufan Jiang , Rafael Angarita , Stéphane Cormier , Julien Orensanz , Francis Rousseaux

International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI), 2022, Paris, France. ⟨10.1007/978-3-031-09282-4_41⟩

Communication dans un congrès hal-03615884v2

Fine-tuning BERT-based models for Plant Health Bulletin Classification

Shufan Jiang , Rafael Angarita , Stephane Cormier , Francis Rousseaux

Technology and Environment Workshop, 2021, Montpellier, France

Communication dans un congrès hal-03122939v1

Towards the Integration of Agricultural Data From Heterogeneous Sources: Perspectives for the French Agricultural Context Using Semantic Technologies

Shufan Jiang , Rafael Angarita , Raja Chiky , Stephane Cormier , Francis Rousseaux

Advanced Information Systems Engineering Workshops (CAiSE), 2020, Grenoble, France. ⟨10.1007/978-3-030-49165-9_8⟩

Communication dans un congrès hal-02536389v1

Informativité dans les Contenus Textuels Twitter pour la Phytosurveillance Centrée sur l'observation des Agriculteurs

Shufan Jiang , Rafael Angarita , Stéphane Cormier , Julien Orensanz , Francis Rousseaux

Conférence francophone sur l'Extraction et la Gestion des Connaissances, Jan 2022, Blois, France

Poster de conférence hal-03480716v1

Vers la Reconstruction des Connaissances Agricoles : Perspectives de Détection des Risques Naturels à partir de Sources de Données Hétérogènes

Shufan Jiang , Rafael Angarita , Raja Chiky , Stephane Cormier , Francis Rousseaux

Extraction et Gestion des Connaissances (EGC), 2021, Montpellier, France. 2021

Poster de conférence hal-03066102v1

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 Netherlands

Angelo Salatino , Mehwish Alam , Femke Ongenae , Sahar Vahdati , Anna-Lisa Gentile et al.

20th 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⟩

Proceedings/Recueil des communications hal-05113241v1

NERdME (Version 1.0): a Named Entity Recognition Dataset for Indexing Research Artifacts in Code Repositories

Genet Asefa Gesese , Zongxiong Chen , Shufan Jiang , Mary Ann Tan , Zhaotai Liu et al.

2025, ⟨10.5281/zenodo.15495960⟩

Autre publication scientifique hal-05795691v1

Integration of textual data for the detection of natural risks in agriculture

Shufan Jiang

Computer Science [cs]. Université de Reims Champagne Ardenne, 2022. English. ⟨NNT : ⟩

Thèse tel-03940105v1

Shufan JIANG

Domaines de recherche

Publications

Publications

Improving text mining in plant health domain with GAN and/or pre-trained language model

NERdME: a Named Entity Recognition Dataset for Indexing Research Artifacts in Code Repositories

Towards Disambiguation of Mathematical Terms based on Semantic Representations

AI4DiTraRe: Towards LLM-Based Information Extraction for Standardising Climate Research Repositories

MathD2: Towards Disambiguation of Mathematical Terms

How to Turn Card Catalogs into LLM Fodder

ChouBERT : Pré-entraînement d'un modèle de langue française pour le Crowdsensing avec des Tweets dans un contexte phytosanitaire

Extracting Definienda in Mathematical Scholarly Articles with Transformers

Named Entity Recognition for Monitoring Plant Health Threats in Tweets: a ChouBERT Approach

ChouBERT: Pre-training French Language Model for Crowdsensing with Tweets in Phytosanitary Context

Informativeness In Twitter Textual Contents For Farmer-centric Plant Health Monitoring

Fine-tuning BERT-based models for Plant Health Bulletin Classification

Towards the Integration of Agricultural Data From Heterogeneous Sources: Perspectives for the French Agricultural Context Using Semantic Technologies

Informativité dans les Contenus Textuels Twitter pour la Phytosurveillance Centrée sur l'observation des Agriculteurs

Vers la Reconstruction des Connaissances Agricoles : Perspectives de Détection des Risques Naturels à partir de Sources de Données Hétérogènes

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 Netherlands

NERdME (Version 1.0): a Named Entity Recognition Dataset for Indexing Research Artifacts in Code Repositories

Integration of textual data for the detection of natural risks in agriculture