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cs.CLDec 3, 2014
3
citations (OpenAlex)
authors
  • Diego R. Amancio
institutions
  • Institute of Mathematics and Computer Science
  • Universidade de São Paulo
arXiv abstractPDF
paper

A perspective on the advancement of natural language processing tasks via topological analysis of complex networks

arXiv:1412.1342 · doi:10.1016/j.plrev.2014.07.010

Abstract

Comment on "Approaching human language with complex networks" by Cong and Liu (Physics of Life Reviews, Volume 11, Issue 4, December 2014, Pages 598-618).

References in corpus (10)

  • Analyzing and Modeling Real-World Phenomena with Complex Networks: A Survey of Applications
  • Strong correlations between text quality and complex networks features
  • Probing the statistical properties of unknown texts: application to the Voynich Manuscript
  • Word sense disambiguation via high order of learning in complex networks
  • Comparing intermittency and network measurements of words and their dependency on authorship
  • Identification of Literary Movements Using Complex Networks to Represent Texts
  • Topological-collaborative approach for disambiguating authors' names in collaborative networks
  • Complex networks analysis of language complexity
  • Unveiling the relationship between complex networks metrics and word senses
  • Structure and modeling of the network of two-Chinese-character compound words in the Japanese language
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