4 papers
Automatic Text Simplification of News Articles in the Context of Public Broadcasting
Diego Maupomé, Fanny Rancourt, Thomas Soulas +8
This report summarizes the work carried out by the authors during the Twelfth Montreal Industrial Problem Solving Workshop, held at Université de Montréal in August 2022. The team…
An Iterative Contextualization Algorithm with Second-Order Attention
Diego Maupomé, Marie-Jean Meurs
Combining the representations of the words that make up a sentence into a cohesive whole is difficult, since it needs to account for the order of words, and to establish how the wo…
Inter and Intra Document Attention for Depression Risk Assessment
Diego Maupomé, Marc Queudot, Marie-Jean Meurs
We take interest in the early assessment of risk for depression in social media users. We focus on the eRisk 2018 dataset, which represents users as a sequence of their written onl…
Multiplicative Models for Recurrent Language Modeling
Diego Maupomé, Marie-Jean Meurs
Recently, there has been interest in multiplicative recurrent neural networks for language modeling. Indeed, simple Recurrent Neural Networks (RNNs) encounter difficulties recoveri…