32 citations · 42 across the 3 of their papers we have counts for
3 papers
A Small Claims Court for the NLP: Judging Legal Text Classification Strategies With Small Datasets
Mariana Yukari Noguti, Edduardo Vellasques, Luiz Eduardo Soares Oliveira
Recent advances in language modelling has significantly decreased the need of labelled data in text classification tasks. Transformer-based models, pre-trained on unlabeled data, c…
Legal Document Classification: An Application to Law Area Prediction of Petitions to Public Prosecution Service
Mariana Y. Noguti, Eduardo Vellasques, Luiz S. Oliveira
In recent years, there has been an increased interest in the application of Natural Language Processing (NLP) to legal documents. The use of convolutional and recurrent neural netw…
Learning Disentangled Expression Representations from Facial Images
Marah Halawa, Manuel Wöllhaf, Eduardo Vellasques +2
Face images are subject to many different factors of variation, especially in unconstrained in-the-wild scenarios. For most tasks involving such images, e.g. expression recognition…