• Home
  • Search
  • Global Syntactic Variation in Seven Languages: Toward a Computational Dialectology
  • Open Access IconOpen Access
  • Cite Icon20
  • https://doi.org/10.3389/frai.2019.00015Copy DOI Icon

Global Syntactic Variation in Seven Languages: Toward a Computational Dialectology

Show More
  • Abstract
  • Highlights & Summary
  • PDF
  • Literature Map
  • References
  • Citations
  • Similar Papers
Abstract

The goal of this paper is to provide a complete representation of regional linguistic variation on a global scale. To this end, the paper focuses on removing three constraints that have previously limited work within dialectology/dialectometry. First, rather than assuming a fixed and incomplete set of variants, we use Computational Construction Grammar to provide a replicable and falsifiable set of syntactic features. Second, rather than assuming a specific area of interest, we use global language mapping based on web-crawled and social media datasets to determine the selection of national varieties. Third, rather than looking at a single language in isolation, we model seven major languages together using the same methods: Arabic, English, French, German, Portuguese, Russian, and Spanish. Results show that models for each language are able to robustly predict the region-of-origin of held-out samples better using Construction Grammars than using simpler syntactic features. These global-scale experiments are used to argue that new methods in computational sociolinguistics are able to provide more generalized models of regional variation that are essential for understanding language variation and change at scale.

Loading PDF

Similar Papers
  • Single Book
  • Citations160

Grammaticalization and Language Change in Chinese

  • Aug 02, 2004
  • Xiu-Zhi Zoe Wu
  • Book Chapter
  • Citations67

Computational Construction Grammar: Comparing ECG and FCG

  • Jan 01, 2012
  • Nancy Chang +2
  • Single Book
  • Citations224

Diachronic Construction Grammar

  • Jul 17, 2015
  • Jóhanna Barðdal +3
  • Book Chapter
  • Citations1

‘The most beautiful language is French’

  • Mar 31, 2016
  • Abby Kaplan
  • Research Article
  • Citations7

Focus and Change in Polynesian Languages

  • Feb 24, 2016
  • Australian Journal of Linguistics
  • Jason Brown +1
  • Research Article
  • Citations3

Teaching & Learning Guide for: Word Classes

  • May 01, 2009
  • Language and Linguistics Compass
  • Jan Rijkhoff
  • Research Article
  • Citations4

Cognitive, cultural, and constructional motivations of polysemy and semantic change

  • Apr 09, 2010
  • Pragmatics and Cognition
  • Sophia Marmaridou
  • PDF
  • Research Article

Several Sociolinguistic Particularities of French-English Bi-Lingualism in Canada

  • Dec 21, 2023
  • Discourse
  • V D Melnikova +1
  • Book Chapter
  • Citations5

Re-examining the mass-count distinction

  • Nov 26, 2020
  • Alan Bale +1
  • Book Chapter

Chapter 7 Are Stem Changes as Natural as Affixes?

  • Jan 25, 2007
  • JEAN E. NEWMAN
  • Research Article
  • Citations13

Global Economic Divergence and Portfolio Capital Flows to Emerging Markets

  • Nov 08, 2018
  • Journal of Money, Credit and Banking
  • Zeyyad Mandalinci +1
  • Single Book
  • Citations542

Constructional Change in English

  • Feb 28, 2013
  • Martin Hilpert
  • PDF
  • Research Article
  • Citations37

Workflow for the Generation of Expert-Derived Training and Validation Data: A View to Global Scale Habitat Mapping

  • Mar 25, 2021
  • Frontiers in Marine Science
  • Chris M Roelfsema +18
  • Single Book
  • Citations2

Dialectology and the Linguistic Atlas Project

  • Jan 31, 2025
  • Allison Burkette
  • Preprint Article

State-dependent effects of natural forcing on global and local climate variability 

  • Mar 27, 2022
  • Beatrice Ellerhoff +5
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.