On Leakage of Code Generation Evaluation Datasets. - Alexandre Matton; Tom Sherborne; Dennis Aumiller; Elena Tommasone; Milad Alizadeh; Jingyi He; Raymond Ma; Maxime Voisin; Ellen Gilsenan-McMahon; Matthias Gallé (EMNLP (Findings), 2024)

To Code or Not To Code? Exploring Impact of Code in Pre-training. - Viraat Aryabumi; Yixuan Su; Raymond Ma; Adrien Morisot; Ivan Zhang; Acyr Locatelli; Marzieh Fadaee; Ahmet Üstün; Sara Hooker (ICLR, 2025)