3 papers
cs.IR2026
Structured Prediction for Scalable Spreadsheet Table Understanding: From Cell Types to Table Ranges (Extended Version)
Antoine Gauquier, Ioana Manolescu, Pierre Senellart
Spreadsheets are a primary medium for publishing tabular data, yet automatically extracting structured content from them remains difficult due to heterogeneous layouts, diverse fil…
cs.IR2026
Efficient Crawling for Scalable Web Data Acquisition (Extended Version)
Antoine Gauquier, Ioana Manolescu, Pierre Senellart
Journalistic fact-checking, as well as social or economic research, require analyzing high-quality statistics datasets (SDs, in short). However, retrieving SD corpora at scale may…
cs.AI2023
Modular Multimodal Machine Learning for Extraction of Theorems and Proofs in Long Scientific Documents (Extended Version)
Shrey Mishra, Antoine Gauquier, Pierre Senellart
We address the extraction of mathematical statements and their proofs from scholarly PDF articles as a multimodal classification problem, utilizing text, font features, and bitmap…