Using Topic Extraction on Social Media Content for the Early Detection of Depression. - Diego Maupomé; Marie-Jean Meurs (CLEF (Working Notes), 2018)

Inter and Intra Document Attention for Depression Risk Assessment. - Diego Maupomé; Marc Queudot; Marie-Jean Meurs (Canadian AI, 2019)

Multiplicative Models for Recurrent Language Modeling. - Diego Maupomé; Marie-Jean Meurs (CICLing (1), 2019)

Early Mental Health Risk Assessment through Writing Styles, Topics and Neural Models. - Diego Maupomé; Maxime D. Armstrong; Raouf Moncef Belbahar; Josselin Alezot; Rhon Balassiano; Marc Queudot; Sébastien Mosser 001; Marie-Jean Meurs (CLEF (Working Notes), 2020)

Language Modeling with a General Second-Order RNN. - Diego Maupomé; Marie-Jean Meurs (LREC, 2020)

Topic Models for Assessment of Mental Health Issues. - Maxime D. Armstrong; Diego Maupomé; Marie-Jean Meurs (Canadian AI, 2021)

Topic Modeling in Embedding Spaces for Depression Assessment. - Maxime D. Armstrong; Diego Maupomé; Marie-Jean Meurs (Canadian AI, 2021)

Leveraging Textual Similarity to Predict Beck Depression Inventory Answers. - Diego Maupomé; Maxime D. Armstrong; Fanny Rancourt; Marie-Jean Meurs (Canadian AI, 2021)

Position Encoding Schemes for Linear Aggregation of Word Sequences. - Diego Maupomé; Fanny Rancourt; Maxime D. Armstrong; Marie-Jean Meurs (Canadian AI, 2021)

Early Detection of Signs of Pathological Gambling, Self-Harm and Depression through Topic Extraction and Neural Networks. - Diego Maupomé; Maxime D. Armstrong; Fanny Rancourt; Thomas Soulas; Marie-Jean Meurs (CLEF (Working Notes), 2021)

An Iterative Contextualization Algorithm with Second-Order Attention. - Diego Maupomé; Marie-Jean Meurs (CoRR, 2021)

On the Influence of Annotation Quality in Suicidal Risk Assessment from Text. - Fanny Rancourt; Diego Maupomé; Marie-Jean Meurs (Canadian AI, 2022)

Measuring the Severity of the Signs of Eating Disorders Using Similarity-Based Models. - Seyed Habib Hosseini Saravani; Lancelot Normand; Diego Maupomé; Fanny Rancourt; Thomas Soulas; Sara Besharati; Anaelle Normand; Sébastien Mosser 001; Marie-Jean Meurs (CLEF (Working Notes), 2022)

Automatic Text Simplification of News Articles in the Context of Public Broadcasting. - Diego Maupomé; Fanny Rancourt; Thomas Soulas; Alexandre Lachance; Marie-Jean Meurs; Desislava Aleksandrova; Olivier Brochu Dufour; Igor Pontes; Rémi Cardon; Michel Simard; Sowmya Vajjala (CoRR, 2022)

Contextualizer: Connecting the Dots of Context with Second-Order Attention. - Diego Maupomé; Marie-Jean Meurs (Inf., 2022)

Lightweight Methods for Early Risk Detection. - Diego Maupomé; Thomas Soulas; Fanny Rancourt; Ghyslain Cantin-Savoie; Grégoire Winterstein; Sébastien Mosser 001; Marie-Jean Meurs (CLEF (Working Notes), 2023)

A Pretrained Language Model for Mental Health Risk Detection (short paper). - Diego Maupomé; Fanny Rancourt; Raouf Moncef Belbahar; Marie-Jean Meurs (ML4CMH@AAAI, 2024)

Automatically Finding Evidence and Predicting Answers in Mental Health Self-Report Questionnaires. - Diego Maupomé; Yves Ferstler; Sébastien Mosser 001; Marie-Jean Meurs (CLEF (Working Notes), 2024)