Search Results for author: Edilson A. Corrêa Jr.

Found 4 papers, 2 papers with code

Authorship Attribution Based on Life-Like Network Automata

no code implementations20 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.

Authorship Attribution Lemmatization

Word sense induction using word embeddings and community detection in complex networks

no code implementations22 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.

Community Detection Word Embeddings +1

Semantic flow in language networks

1 code implementation18 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.

Community Detection Philosophy +2

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