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Hits 1 – 20 of 25
1
Finding Variants for Construction-Based Dialectometry: A Corpus-Based Approach to Regional CxGs ...
Dunn, Jonathan
. - : arXiv, 2021
BASE
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2
Representations of Language Varieties Are Reliable Given Corpus Similarity Measures ...
Dunn, Jonathan
. - : arXiv, 2021
BASE
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3
Measuring Linguistic Diversity During COVID-19 ...
Dunn, Jonathan
;
Coupe, Tom
;
Adams, Benjamin
. - : arXiv, 2021
BASE
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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
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5
Production vs Perception: The Role of Individuality in Usage-Based Grammar Induction ...
Dunn, Jonathan
;
Nini, Andrea
. - : arXiv, 2021
BASE
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6
Global Syntactic Variation in Seven Languages: Towards a Computational Dialectology ...
Dunn, Jonathan
. - : arXiv, 2021
BASE
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7
Natural Language Processing for Corpus Linguistics ...
Dunn, Jonathan
. - : Code Ocean, 2021
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8
Learned Construction Grammars Converge Across Registers Given Increased Exposure
Dunn, Jonathan
;
Tayyar Madabushi H
. - : Association for Computational Linguistics, 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 increasing amounts of exposure.
Keyword:
communication and culture::4703 - Language studies::470304 - Comparative language studies
;
communication and culture::4704 - Linguistics::470401 - Applied linguistics and educational linguistics
;
communication and culture::4704 - Linguistics::470403 - Computational linguistics
;
communication and culture::4704 - Linguistics::470404 - Corpus linguistics
;
communication and culture::4704 - Linguistics::470409 - Linguistic structures (incl. phonology
;
Fields of Research::47 - Language
;
morphology and syntax)
URL:
https://hdl.handle.net/10092/102887
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9
Production vs Perception: The Role of Individuality in Usage-Based Grammar Induction
Nini A
;
Dunn, Jonathan
. - : Association for Computational Linguistics, 2021
BASE
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10
Representations of Language Varieties Are Reliable Given Corpus Similarity Measures
Dunn, Jonathan
. - : Association for Computational Linguistics, 2021
BASE
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11
Mapping languages: the Corpus of Global Language Use [<Journal>]
Dunn, Jonathan
[Verfasser]
DNB Subject Category Language
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12
Modeling Global Syntactic Variation in English Using Dialect Classification ...
Dunn, Jonathan
. - : arXiv, 2019
BASE
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13
Mapping Languages and Demographics with Georeferenced Corpora
Adams, Ben
;
Dunn, Jonathan
. - 2019
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14
Global Syntactic Variation in Seven Languages: Toward a Computational Dialectology
Dunn, Jonathan
In: Front Artif Intell (2019)
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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
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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
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17
Modeling the Complexity and Descriptive Adequacy of Construction Grammars
Dunn, Jonathan
In: Proceedings of the Society for Computation in Linguistics (2018)
BASE
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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
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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
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20
Book review
Dunn, Jonathan
In:
Cognitive linguistics. - Berlin ; Boston, Mass. : de Gruyter Mouton
24 (2013) 4, 711-717
OLC Linguistik
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