Artificial Neural Networks Applied to Taxi Destination Prediction. - Alexandre de Brébisson; Étienne Simon; Alex Auvolat; Pascal Vincent; Yoshua Bengio (DC@PKDD/ECML, 2015)

Theano: A Python framework for fast computation of mathematical expressions. - Rami Al-Rfou; Guillaume Alain; Amjad Almahairi; Christof Angermüller; Dzmitry Bahdanau; Nicolas Ballas; Frédéric Bastien; Justin Bayer; Anatoly Belikov; Alexander Belopolsky; Yoshua Bengio; Arnaud Bergeron; et al. (CoRR, 2016)

Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses. - Étienne Simon; Vincent Guigue; Benjamin Piwowarski (ACL (1), 2019)

Deep Learning for Unsupervised Relation Extraction. (Apprentissage profond pour l'extraction non supervisée de relations). - Étienne Simon (2022)

Compositional Generalization with Grounded Language Models. - Sondre Wold; Étienne Simon; Lucas Georges Gabriel Charpentier; Egor V. Kostylev; Erik Velldal; Lilja Øvrelid (ACL (Findings), 2024)

Socio-political Events of Conflict and Unrest: A Survey of Available Datasets. - Helene Olsen; Étienne Simon; Erik Velldal; Lilja Øvrelid (CASE, 2024)

Systematic Generalization in Language Models Scales with Information Entropy. - Sondre Wold; Lucas Georges Gabriel Charpentier; Étienne Simon (ACL (Findings), 2025)