Publications

2025

1. Inf. Sys.

   

   Finding meaningful paths in heterogeneous graphs with PathWays

   Nelly Barret, Antoine Gauquier, Jia-Jean Law, and 1 more author

   Information Systems, Jan 2025

   DOI Bib PDF

   @article{barret2025finding,
     title = {Finding meaningful paths in heterogeneous graphs with PathWays},
     journal = {Information Systems},
     volume = {127},
     pages = {102463},
     year = {2025},
     month = jan,
     issn = {0306-4379},
     doi = {https://doi.org/10.1016/j.is.2024.102463},
     author = {Barret, Nelly and Gauquier, Antoine and Law, Jia-Jean and Manolescu, Ioana},
   }

2024

1. ArXiv

   

   Modular Multimodal Machine Learning for Extraction of Theorems and Proofs in Long Scientific Documents (Extended Version)

   Shrey Mishra, Antoine Gauquier, and Pierre Senellart

   Jan 2024

   arXiv Bib PDF

   @misc{mishra2024modular,
     title = {Modular Multimodal Machine Learning for Extraction of Theorems and Proofs in Long Scientific Documents (Extended Version)},
     author = {Mishra, Shrey and Gauquier, Antoine and Senellart, Pierre},
     year = {2024},
     eprint = {2307.09047},
     archiveprefix = {arXiv},
   }

2. SDP

   

   First Steps in Building a Knowledge Base of Mathematical Results

   Shrey Mishra, Yacine Brihmouche, Théo Delemazure, and 2 more authors

   In Proceedings of the Fourth Workshop on Scholarly Document Processing (SDP 2024), Aug 2024

   Bib PDF

   @inproceedings{mishra2024first,
     title = {First Steps in Building a Knowledge Base of Mathematical Results},
     author = {Mishra, Shrey and Brihmouche, Yacine and Delemazure, Th\'eo and Gauquier, Antoine and Senellart, Pierre},
     booktitle = {Proceedings of the Fourth Workshop on Scholarly Document Processing (SDP 2024)},
     month = aug,
     year = {2024},
     address = {Bangkok, Thailand},
     publisher = {Association for Computational Linguistics},
     url = {https://aclanthology.org/2024.sdp-1.16/},
     pages = {165--174},
   }

3. VLDB Ph.D.

   

   Towards Efficient Construction of a Traceable, Multimodal, and Heterogeneous Data Warehouse

   Antoine Gauquier

   In VLDB 2024 PhD Workshop-The 50th International Conference on Very Large Data Bases, Aug 2024

   Bib PDF Slides

   @inproceedings{gauquier2024towards,
     title = {Towards Efficient Construction of a Traceable, Multimodal, and Heterogeneous Data Warehouse},
     author = {Gauquier, Antoine},
     booktitle = {VLDB 2024 PhD Workshop-The 50th International Conference on Very Large Data Bases},
     address = {Guangzhou, China},
     year = {2024},
     month = aug,
     url = {https://vldb.org/2024/?accepted-phd-workshop-papers},
   }

2023

1. Doc. Eng.

   

   Automatically Inferring the Document Class of a Scientific Article

   Antoine Gauquier, and Pierre Senellart

   In Proceedings of the ACM Symposium on Document Engineering 2023, Aug 2023

   Runner-up for Best Paper Award DOI Bib PDF Slides

   Runner-up for Best Paper Award at Doc.Eng. 2023 conference

   @inproceedings{gauquier2023automatically,
     author = {Gauquier, Antoine and Senellart, Pierre},
     title = {Automatically Inferring the Document Class of a Scientific Article},
     year = {2023},
     month = aug,
     isbn = {9798400700279},
     doi = {10.1145/3573128.3604894},
     publisher = {Association for Computing Machinery},
     booktitle = {Proceedings of the ACM Symposium on Document Engineering 2023},
     articleno = {11},
     numpages = {10},
     address = {Limerick, Ireland},
     series = {DocEng '23},
   }

2. ADBIS

   

   Exploring Heterogeneous Data Graphs Through Their Entity Paths

   Nelly Barret, Antoine Gauquier, Jia-Jean Law, and 1 more author

   In Advances in Databases and Information Systems, Sep 2023

   DOI Bib PDF

   @inproceedings{barret2023exploring,
     author = {Barret, Nelly and Gauquier, Antoine and Law, Jia-Jean and Manolescu, Ioana},
     title = {Exploring Heterogeneous Data Graphs Through Their Entity Paths},
     booktitle = {Advances in Databases and Information Systems},
     year = {2023},
     month = sep,
     publisher = {Springer},
     address = {Barcelona, Spain},
     pages = {163--179},
     isbn = {978-3-031-42914-9},
     doi = {https://doi.org/10.1007/978-3-031-42914-9_12},
   }

3. ESWC

   

   PathWays: Entity-Focused Exploration of Heterogeneous Data Graphs

   Nelly Barret, Antoine Gauquier, Jia-Jean Law, and 1 more author

   In The Semantic Web: ESWC 2023 Satellite Events, May 2023

   DOI Bib PDF

   @inproceedings{barret2023pathways,
     author = {Barret, Nelly and Gauquier, Antoine and Law, Jia-Jean and Manolescu, Ioana},
     title = {PathWays: Entity-Focused Exploration of Heterogeneous Data Graphs},
     booktitle = {The Semantic Web: ESWC 2023 Satellite Events},
     year = {2023},
     month = may,
     publisher = {Springer},
     address = {Hersonissos, Crete, Greece},
     pages = {91--95},
     isbn = {978-3-031-43458-7},
     doi = {https://doi.org/10.1007/978-3-031-43458-7_17},
   }

4. Msc. Thesis

   

   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

   Bib PDF Slides

   @mastersthesis{gauquier2023impact,
     title = {Impact of the document class in the automatic extraction of mathematical environments in the scientific literature},
     author = {Gauquier, Antoine},
     pages = {44},
     school = {IMT Nord Europe and École normale supérieure},
     year = {2023},
     month = jul,
   }