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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 Abstract: This paper measures the impact of increased exposure on whether learned construction grammars converge onto shared representations when trained on data from different registers. Register influences the frequency of constructions, with some structures common in formal but not informal usage. We expect that a grammar induction algorithm exposed to different registers will acquire different constructions. To what degree does increased exposure lead to the convergence of register-specific grammars? The experiments in this paper simulate language learning in 12 languages (half Germanic and half Romance) with corpora representing three registers (Twitter, Wikipedia, Web). These simulations are repeated with increasing amounts of exposure, from 100k to 2 million words, to measure the impact of exposure on the convergence of grammars. The results show that increased exposure does lead to converging grammars across all languages. In addition, a shared core of register-universal constructions remains constant across ... Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Processing URL: https://dx.doi.org/10.48448/5gyq-3d26 https://underline.io/lecture/39859-learned-construction-grammars-converge-across-registers-given-increased-exposure BASE Hide 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) BASE Show 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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