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Luca Foppiano

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#natural language process... Preprint Sep 2026

Layout-Guided Masking for GROBID: Lightweight Structural Gains in Large-Scale Scientific PDF Ingestion

This extension to GROBID, a modular font-stream parser running on CPU, is the de-facto standard for structuring scientific articles and underpins several of the largest open scholarly corpora and has the best paragraph precision on both corpora, the best section detection on Materials Science, and a character error rat...

Luca Foppiano, S. Khamassi, Vipul Gupta · 0 citations
#artificial intelligence Preprint Aug 2026

Counting Documents Is Not Counting Text: Unit Bias in Web-PDF Corpus Statistics

PDF corpora advertise their size in tokens, but every rate they publish (coverage, OCR routing, re-fetch recovery, language mix) is computed per document, and none decomposes its token total. Because PDF length is extremely skewed, the two units can describe the same corpus very differently. We ask how the headline sta...

Luca Foppiano · 0 citations
Jul 2026

The INRIA DataLake: A Generic and Scalable Ecosystem of Pipelines for HAL Applied to Software Mentions Tracking

The INRIA DataLake project is presented, which provides an ecosystem of scalable and interconnected pipelines for preparing scientific literature, extracting structured information, and applying specialised treatments, and contributes to open science through improved visibility and tracking of research software.

Luca Foppiano, Vipul Gupta, Samuel Scalbert et al. · 0 citations

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