Skim-Attention: Learning to Focus via Document Layout. - Laura Nguyen; Thomas Scialom; Jacopo Staiano; Benjamin Piwowarski (EMNLP (Findings), 2021)

LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization. - Laura Nguyen; Thomas Scialom; Benjamin Piwowarski; Jacopo Staiano (EACL, 2023)

Learning Reading Order via Document Layout with Layout2Pos. - Laura Nguyen; Benjamin Piwowarski; Julio Laborde; Gilles Moyse (TPDL (1), 2024)

Document Understanding with Deep Learning Techniques. (Analyse intelligente de documents avec des approches neuronales). - Laura Nguyen (2024)