4 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.CL2024★ 4 cited
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…
cs.LG2014★ 2 cited
A Classifier-free Ensemble Selection Method based on Data Diversity in Random Subspaces
Albert H. R. Ko, Robert Sabourin, Alceu S. Britto +1
The Ensemble of Classifiers (EoC) has been shown to be effective in improving the performance of single classifiers by combining their outputs, and one of the most important proper…