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Frequency filter: an open access tool for analysing language development
Stockholm University, Faculty of Humanities, Department of Linguistics, Computational Linguistics.ORCID iD: 0000-0002-9447-8544
2018 (English)In: Language, Cognition and Neuroscience, ISSN 2327-3798, E-ISSN 2327-3801, Vol. 33, no 10, p. 1325-1339Article in journal (Refereed) Published
Abstract [en]

We present an open-access analytic tool, which allows researchers to simultaneously control for and combine language data from the child, the caregiver, multiple languages, and across multiple time points to make inferences about the social and cognitive factors driving the shape of language development. We demonstrate how the tool works in three domains of language learning and across six languages. The results demonstrate the usefulness of this approach as well as providing deeper insight into three areas of language production and acquisition: egocentric language use, the learnability of nouns versus verbs, and imageability. We have made the Frequency Filter tool freely available as an R-package for other researchers to use at https://github.com/rosemm/FrequencyFilter.

Place, publisher, year, edition, pages
2018. Vol. 33, no 10, p. 1325-1339
Keywords [en]
Language acquisition, corpus linguistics, usage-based theory, cognitive development
National Category
Natural Language Processing General Language Studies and Linguistics
Research subject
Computational Linguistics
Identifiers
URN: urn:nbn:se:su:diva-156933DOI: 10.1080/23273798.2018.1480788ISI: 000447714900007OAI: oai:DiVA.org:su-156933DiVA, id: diva2:1214571
Available from: 2018-06-07 Created: 2018-06-07 Last updated: 2025-02-01Bibliographically approved

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Ibbotson, PaulHartman, Rose M.Nilsson Björkenstam, Kristina

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  • de-DE
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  • nn-NB
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  • Other locale
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