A comparison of Deep Learning performances with others machine learning algorithms on credit scoring unbalanced data. - Louis Marceau; Lingling Qiu; Nick Vandewiele; Eric Charton (CoRR, 2019)

Classification of Rare Recipes Requires Linguistic Features as Special Ingredients. - Elham Mohammadi; Nada Naji; Louis Marceau; Marc Queudot; Eric Charton; Leila Kosseim; Marie-Jean Meurs (Canadian AI, 2020)

Cooking Up a Neural-based Model for Recipe Classification. - Elham Mohammadi; Nada Naji; Louis Marceau; Marc Queudot; Eric Charton; Leila Kosseim; Marie-Jean Meurs (LREC, 2020)

Du bon usage d'ingrédients linguistiques spéciaux pour classer des recettes exceptionnelles (Using Special Linguistic Ingredients to Classify Exceptional Recipes ). - Elham Mohammadi; Louis Marceau; Eric Charton; Leila Kosseim; Luka Nerima; Marie-Jean Meurs (JEP-TALN-RECITAL (2), 2020)

Multi-stage Clarification in Conversational AI: The case of Question-Answering Dialogue Systems. - Hadrien Lautraite; Nada Naji; Louis Marceau; Marc Queudot; Eric Charton (CoRR, 2021)

Dataset Augmentation Using Back-Translation to Improve Early Stage Dialog Systems. - Marc Queudot; Louis Marceau; Raouf Moncef Belbahar; Eric Charton; Marie-Jean Meurs (Canadian AI, 2022)

Quick Starting Dialog Systems with Paraphrase Generation. - Louis Marceau; Raouf Moncef Belbahar; Marc Queudot; Eric Charton; Marie-Jean Meurs (CoRR, 2022)