Analogies minus analogy test: measuring regularities in word embeddings. - Louis Fournier; Emmanuel Dupoux; Ewan Dunbar (CoNLL, 2020)

Paraphrases do not explain word analogies. - Louis Fournier; Ewan Dunbar (EACL, 2021)

Can Forward Gradient Match Backpropagation? - Louis Fournier; Stéphane Rivaud; Eugene Belilovsky; Michael Eickenberg; Edouard Oyallon (ICML, 2023)

Cyclic Data Parallelism for Efficient Parallelism of Deep Neural Networks. - Louis Fournier; Edouard Oyallon (CoRR, 2024)

WASH: Train your Ensemble with Communication-Efficient Weight Shuffling, then Average. - Louis Fournier; Adel Nabli; Masih Aminbeidokhti; Marco Pedersoli; Eugene Belilovsky; Edouard Oyallon (CoRR, 2024)

ACCO: Accumulate while you Communicate, Hiding Communications in Distributed LLM Training. - Adel Nabli; Louis Fournier; Pierre Erbacher; Louis Serrano; Eugene Belilovsky; Edouard Oyallon (CoRR, 2024)

Parallelizable training in deep learning through local and distributed approaches. (Entraînement parallélisable en apprentissage profond par le biais d'approches locales et distribuées). - Louis Fournier (2024)

PETRA: Parallel End-to-end Training with Reversible Architectures. - Stéphane Rivaud; Louis Fournier; Thomas Pumir; Eugene Belilovsky; Michael Eickenberg; Edouard Oyallon (ICLR, 2025)