English

Learning about Spanish dialects through Twitter

Machine Learning 2017-02-07 v2 Computation and Language Computers and Society Physics and Society Applications

Abstract

This paper maps the large-scale variation of the Spanish language by employing a corpus based on geographically tagged Twitter messages. Lexical dialects are extracted from an analysis of variants of tens of concepts. The resulting maps show linguistic variation on an unprecedented scale across the globe. We discuss the properties of the main dialects within a machine learning approach and find that varieties spoken in urban areas have an international character in contrast to country areas where dialects show a more regional uniformity.

Cite

@article{arxiv.1511.04970,
  title  = {Learning about Spanish dialects through Twitter},
  author = {Bruno Gonçalves and David Sánchez},
  journal= {arXiv preprint arXiv:1511.04970},
  year   = {2017}
}

Comments

16 pages, 5 figures, 1 table

R2 v1 2026-06-22T11:46:16.655Z