3 papers
cs.CL2021
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…
cs.CL2019
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…
cs.LG2019
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…