Diego Maupomé

According to our database, Diego Maupomé authored at least 17 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Pretrained Language Model for Mental Health Risk Detection (short paper).

Diego Maupomé, Fanny Rancourt, Raouf Moncef Belbahar, Marie-Jean Meurs

Proceedings of Machine Learning for Cognitive and Mental Health Workshop (ML4CMH 2024) Co-located with the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI 2024), 2024

2023

Lightweight Methods for Early Risk Detection.

Diego Maupomé, Thomas Soulas, Fanny Rancourt, Ghyslain Cantin-Savoie, Grégoire Winterstein, Sébastien Mosser, Marie-Jean Meurs

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022

Contextualizer: Connecting the Dots of Context with Second-Order Attention.

Diego Maupomé, Marie-Jean Meurs

Inf., 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

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, Marie-Jean Meurs

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

On the Influence of Annotation Quality in Suicidal Risk Assessment from Text.

Fanny Rancourt, Diego Maupomé, Marie-Jean Meurs

Proceedings of the 35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, 2022

2021

An Iterative Contextualization Algorithm with Second-Order Attention.

Diego Maupomé, Marie-Jean Meurs

CoRR, 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

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Position Encoding Schemes for Linear Aggregation of Word Sequences.

Diego Maupomé, Fanny Rancourt, Maxime D. Armstrong, Marie-Jean Meurs

Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

Leveraging Textual Similarity to Predict Beck Depression Inventory Answers.

Diego Maupomé, Maxime D. Armstrong, Fanny Rancourt, Marie-Jean Meurs

Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

Topic Modeling in Embedding Spaces for Depression Assessment.

Maxime D. Armstrong, Diego Maupomé, Marie-Jean Meurs

Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

Topic Models for Assessment of Mental Health Issues.

Maxime D. Armstrong, Diego Maupomé, Marie-Jean Meurs

Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

2020

Language Modeling with a General Second-Order RNN.

Diego Maupomé, Marie-Jean Meurs

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

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, Marie-Jean Meurs

Proceedings of the Working Notes of CLEF 2020, 2020

2019

Multiplicative Models for Recurrent Language Modeling.

Diego Maupomé, Marie-Jean Meurs

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

Inter and Intra Document Attention for Depression Risk Assessment.

Diego Maupomé, Marc Queudot, Marie-Jean Meurs

Proceedings of the Advances in Artificial Intelligence, 2019

2018

Using Topic Extraction on Social Media Content for the Early Detection of Depression.

Diego Maupomé, Marie-Jean Meurs

Proceedings of the Working Notes of CLEF 2018, 2018