4 papers
Where Does Authorship Signal Emerge in Encoder-Based Language Models?
Francis Kulumba, Guillaume Vimont, Laurent Romary +1
Authorship attribution models fine-tuned with the same pretrained encoder, data, and loss can differ four-fold in performance depending only on their scoring mechanism. We use mech…
HALvest-Contrastive: Retrieval-Like Authorship Attribution with Patch-Level Late Interaction
Francis Kulumba, Wissam Antoun, Guillaume Vimont +2
Authorship attribution asks whether two pieces of text share a writer, but topical confound makes the task deceptively easy: two authors covering the same topic may look more alike…
Making Software FAIR: A machine-assisted workflow for the research software lifecycle
Petr Knoth, Laurent Romary, Patrice Lopez +7
A key issue hindering discoverability, attribution and reusability of open research software is that its existence often remains hidden within the manuscript of research papers. Fo…
Diachronic Document Dataset for Semantic Layout Analysis
Thibault Clérice, Juliette Janes, Hugo Scheithauer +5
We present a novel, open-access dataset designed for semantic layout analysis, built to support document recreation workflows through mapping with the Text Encoding Initiative (TEI…