Computer-Assisted Language Comparison: State of the ArtW

Main author: Wu, Mei-Shin
Other authors: Schweikhard, Nathanael E.
Bodt, Tim
Hill, Nathan W.
List, Johann-Mattis
Format: Journal Article           
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id eprints-32995
recordtype eprints
institution SOAS, University of London
collection SOAS Research Online
language English
language_search English
description Historical language comparison opens windows onto a human past, long before the availability of written records. Since traditional language comparison within the framework of the comparative method is largely based on manual data comparison, requiring the meticulous sifting through dictionaries, word lists, and grammars, the framework is difficult to apply, especially in times where more and more data have become available in digital form. Unfortunately, it is not possible to simply automate the process of historical language comparison, not only because computational solutions lag behind human judgments in historical linguistics, but also because they lack the flexibility that would allow them to integrate various types of information from various kinds of sources. A more promising approach is to integrate computational and classical approaches within a computer-assisted framework, “neither completely computer-driven nor ignorant of the assistance computers afford” [1, p. 4]. In this paper, we will illustrate what we consider the current state of the art of computer-assisted language comparison by presenting a workflow that starts with raw data and leads up to a stage where sound correspondence patterns across multiple languages have been identified and can be readily presented, inspected, and discussed. We illustrate this workflow with the help of a newly prepared dataset on Hmong-Mien languages. Our illustration is accompanied by Python code and instructions on how to use additional web-based tools we developed so that users can apply our workflow for their own purposes.
format Journal Article
author Wu, Mei-Shin
author_facet Wu, Mei-Shin
Schweikhard, Nathanael E.
Bodt, Tim
Hill, Nathan W.
List, Johann-Mattis
authorStr Wu, Mei-Shin
author_letter Wu, Mei-Shin
author2 Schweikhard, Nathanael E.
Bodt, Tim
Hill, Nathan W.
List, Johann-Mattis
author2Str Schweikhard, Nathanael E.
Bodt, Tim
Hill, Nathan W.
List, Johann-Mattis
title Computer-Assisted Language Comparison: State of the ArtW
publisher Ubiquity Press
publishDate 2020
url https://eprints.soas.ac.uk/32995/