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Visual-tactile integration in speech perception : evidence for modality neutral speech primitives.
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| 42 |
Global Syntactic Variation in Seven Languages: Towards a Computational Dialectology
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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.
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Keyword:
Communication and Culture::2004 - Linguistics::200402 - Computational Linguistics; computational sociolinguistics; construction grammar; dialect mapping; dialectology; dialectometry; Field of Research::20 - Language; language mapping; syntactic variation; text classification
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URL: http://hdl.handle.net/10092/18372
https://doi.org/10.3389/frai.2019.00015
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| 43 |
Language-Independent Ensemble Approaches to Metaphor Identification
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| 44 |
How linguistic structure influences and helps to predict metaphoric meaning
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Dunn J. - : Walter de Gruyter GmbH, 2019
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Modeling Global Syntactic Variation in English Using Dialect Classification
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Dunn J. - : Association for Computational Linguistics, 2019
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Finding variants for construction-based dialectometry: A corpus-based approach to regional CxGs
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Dunn J. - : Walter de Gruyter GmbH, 2019
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| 47 |
Mapping Languages and Demographics with Georeferenced Corpora
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| 49 |
Exploring the opportunities and challenges of the digital world for early childhood services with vulnerable children
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| 50 |
A Phonological and Morphological Sketch of Isanzu Lect (Bantu, Tanzania) ; Фонетико-морфологический обзор языка исанзу (банту, Танзания)
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| 51 |
Professionally-related communication: Sociolinguistic monitoring of most frequently used words of youth sociolect
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In: IOP Conference Series: Materials Science and Engineering (2019)
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| 52 |
Productivity, influence, and evolution: The complex language shift of Modern Ladino
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| 53 |
Manuscript of fieldnotes on Azamgarhi language ; Maaz Shaikh Collection
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| 54 |
Developing a real-time translator from neural signals to text: An articulatory phonetics approach
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In: Proceedings of the Society for Computation in Linguistics (2019)
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| 55 |
Inpretation of Associative Data as a Methodogical Issue of Psycholinguistics
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In: Russian journal of linguistics: Vestnik RUDN, Vol 23, Iss 3, Pp 749-761 (2019) (2019)
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| 56 |
Representation of the Verbal Image of Aggression in the Informational Universe of the English-Language Mass Media
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In: Russian journal of linguistics: Vestnik RUDN, Vol 23, Iss 1, Pp 149-164 (2019) (2019)
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| 57 |
Constructing the global from the local: On the FSP status of keywords in academic discourse
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In: Linguistica Pragensia, Vol 29, Iss 2, Pp 192-212 (2019) (2019)
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