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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 Hits 1 – 20 of 25 1 Finding Variants for Construction-Based Dialectometry: A Corpus-Based Approach to Regional CxGs ... Dunn, Jonathan. - : arXiv, 2021 BASE Show details 2 Representations of Language Varieties Are Reliable Given Corpus Similarity Measures ... Dunn, Jonathan. - : arXiv, 2021 BASE Show details 3 Measuring Linguistic Diversity During COVID-19 ... Dunn, Jonathan; Coupe, Tom; Adams, Benjamin. - : arXiv, 2021 BASE Show details 4 Learned Construction Grammars Converge Across Registers Given Increased Exposure ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Dunn, Jonathan; Tayyar Madabushi, Harish. - : Underline Science Inc., 2021 BASE Show details 5 Production vs Perception: The Role of Individuality in Usage-Based Grammar Induction ... Dunn, Jonathan; Nini, Andrea. - : arXiv, 2021 BASE Show details 6 Global Syntactic Variation in Seven Languages: Towards a Computational Dialectology ... Dunn, Jonathan. - : arXiv, 2021 BASE Show details 7 Natural Language Processing for Corpus Linguistics ... Dunn, Jonathan. - : Code Ocean, 2021 BASE Show details 8 Learned Construction Grammars Converge Across Registers Given Increased Exposure Dunn, Jonathan; Tayyar Madabushi H. - : Association for Computational Linguistics, 2021 BASE Show details 9 Production vs Perception: The Role of Individuality in Usage-Based Grammar Induction Nini A; Dunn, Jonathan. - : Association for Computational Linguistics, 2021 BASE Show details 10 Representations of Language Varieties Are Reliable Given Corpus Similarity Measures Dunn, Jonathan. - : Association for Computational Linguistics, 2021 BASE Show details 11 Mapping languages: the Corpus of Global Language Use [<Journal>] Dunn, Jonathan [Verfasser] DNB Subject Category Language Show details 12 Modeling Global Syntactic Variation in English Using Dialect Classification ... Dunn, Jonathan. - : arXiv, 2019 BASE Show details 13 Mapping Languages and Demographics with Georeferenced Corpora Adams, Ben; Dunn, Jonathan. - 2019 BASE Show details 14 Global Syntactic Variation in Seven Languages: Toward a Computational Dialectology Dunn, Jonathan In: Front Artif Intell (2019) 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. Keyword: Artificial Intelligence URL: https://doi.org/10.3389/frai.2019.00015 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7861279/ BASE Hide details 15 Recursively emerging structure: a discourse-device CxG Dunn, Jonathan In: Proceedings of the fifty-third (53.) annual meeting of the Chicago Linguistic Society (2018), S. 71-85 Leibniz-Zentrum Allgemeine Sprachwissenschaft Show details 16 Finding variants for construction-based dialectometry: a corpus-based approach to regional CxGs Dunn, Jonathan In: Cognitive linguistics. - Berlin ; Boston, Mass. : de Gruyter Mouton 29 (2018) 2, 275-311 BLLDB Show details 17 Modeling the Complexity and Descriptive Adequacy of Construction Grammars Dunn, Jonathan In: Proceedings of the Society for Computation in Linguistics (2018) BASE Show details 18 Learnability and falsifiability of Construction Grammars Dunn, Jonathan In: Proceedings of the Linguistic Society of America; Vol 2 (2017): Proceedings of the Linguistic Society of America; 1:1–15 ; 2473-8689 (2017) BASE Show details 19 The Linguistic Status of Predictions and Feature Ranks from SVM Text Classifiers Dunn, Jonathan In: LSA Annual Meeting Extended Abstracts; Vol 6: LSA Annual Meeting Extended Abstracts 2015; 5:1-5 ; 2377-3367 (2015) BASE Show details 20 Book review Dunn, Jonathan In: Cognitive linguistics. - Berlin ; Boston, Mass. : de Gruyter Mouton 24 (2013) 4, 711-717 OLC Linguistik Show details Page: 1 2

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