Search Results for author: Edilson A. Corrêa Jr.

Found 4 papers, 2 papers with code

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 Semantic Similarity +1

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

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.

Lemmatization

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