Publications

Conference or journal papers (short or long)   Demonstration papers   Workshop papers   Posters   Miscellaneous

2025

  1. EGC
    mishra2025apprentissage.jpg
    Apprentissage multimodal modulaire pour l’extraction de théorèmes et de preuves dans des documents scientifiques longs
    Shrey Mishra, Antoine Gauquier, and Pierre Senellart
    In Proc. Extraction et Gestion des Connaissances, EGC 2025, Jan 2025
  2. Finding meaningful paths in heterogeneous graphs with PathWays
    Nelly Barret, Antoine Gauquier, Jia-Jean Law, and 1 more author
    Information Systems, Jan 2025

2024

  1. Modular Multimodal Machine Learning for Extraction of Theorems and Proofs in Long Scientific Documents
    Shrey Mishra, Antoine Gauquier, and Pierre Senellart
    In Proc. ACM/IEEE Joint Conference on Digital Libraries, JCDL 2024, Dec 2024
  2. Modular Multimodal Machine Learning for Extraction of Theorems and Proofs in Long Scientific Documents (Extended Version)
    Shrey Mishra, Antoine Gauquier, and Pierre Senellart
    Dec 2024
  3. SDP
    mishra2024first.jpg
    First Steps in Building a Knowledge Base of Mathematical Results
    Shrey Mishra, Yacine Brihmouche, Théo Delemazure, and 2 more authors
    In Proc. of the Fourth Workshop on Scholarly Document Processing (SDP 2024), Aug 2024
  4. Towards Efficient Construction of a Traceable, Multimodal, and Heterogeneous Data Warehouse
    Antoine Gauquier
    In Proc. of VLDB 2024 PhD Workshop-The 50th International Conference on Very Large Data Bases, Aug 2024

2023

  1. Automatically Inferring the Document Class of a Scientific Article
    Antoine Gauquier, and Pierre Senellart
    In Proc. of the ACM Symposium on Document Engineering 2023, Aug 2023
  2. Exploring Heterogeneous Data Graphs Through Their Entity Paths
    Nelly Barret, Antoine Gauquier, Jia-Jean Law, and 1 more author
    In Proc. of Advances in Databases and Information Systems, Sep 2023
  3. PathWays: Entity-Focused Exploration of Heterogeneous Data Graphs
    Nelly Barret, Antoine Gauquier, Jia-Jean Law, and 1 more author
    In Proc. of the Semantic Web: ESWC 2023 Satellite Events, May 2023
  4. Impact of the document class in the automatic extraction of mathematical environments in the scientific literature
    Antoine Gauquier
    IMT Nord Europe and École normale supérieure, Jul 2023