Part-of-Speech Models Compression Methods for on-Device Grapheme-to-Phoneme Conversion. - Marek Kubis; Maxime Méloux; Pawel Skórzewski; Marcin Lewandowski; Gunu Jho; Hyoungmin Park (ICASSP, 2022)

Novel-WD: Exploring acquisition of Novel World Knowledge in LLMs Using Prefix-Tuning. - Maxime Méloux; Christophe Cerisara (CoRR, 2024)

Everything, Everywhere, All at Once: Is Mechanistic Interpretability Identifiable? - Maxime Méloux; Silviu Maniu; François Portet; Maxime Peyrard (ICLR, 2025)