Search Results for author: Marta Avalos

Found 2 papers, 1 papers with code

Pre-training A Neural Language Model Improves The Sample Efficiency of an Emergency Room Classification Model

no code implementations30 Aug 2019 Binbin Xu, Cédric Gil-Jardiné, Frantz Thiessard, Eric Tellier, Marta Avalos, Emmanuel Lagarde

To build a French national electronic injury surveillance system based on emergency room visits, we aim to develop a coding system to classify their causes from clinical notes in free-text.

Language Modelling

Representation Learning of Compositional Data

2 code implementations NeurIPS 2018 Marta Avalos, Richard Nock, Cheng Soon Ong, Julien Rouar, Ke Sun

Our approach combines the benefits of the log-ratio transformation from compositional data analysis and exponential family PCA.

Representation Learning

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