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Computational methods and grammars in language evolution: a survey

Published: 01 March 2016 Publication History

Abstract

The interest in language evolution by various disciplines, such as linguistics, computer science, biology, etc., makes language evolution models an active research topic and many models have been defined in the last decade. In this work, an overview of computational methods and grammars in language evolution models is given. It aims to introduce readers to the main concepts and the current approaches in language evolution research. Some of the language evolution models, developed during the decade 2003---2012, have been described and classified considering both the grammatical representation (context-free, attribute, Christiansen, fluid construction, or universal grammar) and the computational methods (agent-based, evolutionary computation-based or game theoretic). Finally, an analysis of the surveyed models has been carried out to evaluate their possible extension towards multimodal language evolution.

Cited By

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  • (2019)A Survey on Modeling Language Evolution in the New MillenniumNew Generation Computing10.1007/s00354-019-00079-738:1(97-124)Online publication date: 25-Nov-2019
  • (2018)The HMI digital ecosystemProceedings of the 10th International Conference on Management of Digital EcoSystems10.1145/3281375.3281397(157-164)Online publication date: 25-Sep-2018
  • (2016)Socialization and language self-adaptation in digital ecosystemsProceedings of the 8th International Conference on Management of Digital EcoSystems10.1145/3012071.3012083(9-16)Online publication date: 1-Nov-2016

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Published In

cover image Artificial Intelligence Review
Artificial Intelligence Review  Volume 45, Issue 3
March 2016
132 pages

Publisher

Kluwer Academic Publishers

United States

Publication History

Published: 01 March 2016

Author Tags

  1. Agent-based models
  2. Evolutionary computation
  3. Game-theoretic models
  4. Grammatical evolution
  5. Language evolution
  6. Multimodal language
  7. Natural language

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Cited By

View all
  • (2019)A Survey on Modeling Language Evolution in the New MillenniumNew Generation Computing10.1007/s00354-019-00079-738:1(97-124)Online publication date: 25-Nov-2019
  • (2018)The HMI digital ecosystemProceedings of the 10th International Conference on Management of Digital EcoSystems10.1145/3281375.3281397(157-164)Online publication date: 25-Sep-2018
  • (2016)Socialization and language self-adaptation in digital ecosystemsProceedings of the 8th International Conference on Management of Digital EcoSystems10.1145/3012071.3012083(9-16)Online publication date: 1-Nov-2016

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