1 code implementation • 18 May 2019 • Edilson A. Corrêa Jr., Vanessa Q. Marinho, Diego R. Amancio
In this study we propose a framework to characterize documents based on their semantic flow.
no code implementations • 22 Mar 2018 • Edilson A. Corrêa Jr., Diego R. Amancio
In this paper, we devise a method that leverages recent findings in word embeddings research to generate context embeddings, which are embeddings containing information about the semantical context of a word.
1 code implementation • SEMEVAL 2017 • Edilson A. Corrêa Jr., Vanessa Queiroz Marinho, Leandro Borges dos Santos
The first space is a bag-of-words model and has a Linear SVM as base classifier.
no code implementations • 20 Oct 2016 • Jeaneth Machicao, Edilson A. Corrêa Jr., Gisele H. B. Miranda, Diego R. Amancio, Odemir M. Bruno
Remarkably, we have found a dependence of pre-processing steps (such as the lemmatization) on the obtained results, a feature that has mostly been disregarded in related works.