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1
Finding Variants for Construction-Based Dialectometry: A Corpus-Based Approach to Regional CxGs ...
Dunn, Jonathan. - : arXiv, 2021
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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 ...
BASE
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4
Learned Construction Grammars Converge Across Registers Given Increased Exposure ...
BASE
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5
Production vs Perception: The Role of Individuality in Usage-Based Grammar Induction ...
Dunn, Jonathan; Nini, Andrea. - : arXiv, 2021
Abstract: This paper asks whether a distinction between production-based and perception-based grammar induction influences either (i) the growth curve of grammars and lexicons or (ii) the similarity between representations learned from independent sub-sets of a corpus. A production-based model is trained on the usage of a single individual, thus simulating the grammatical knowledge of a single speaker. A perception-based model is trained on an aggregation of many individuals, thus simulating grammatical generalizations learned from exposure to many different speakers. To ensure robustness, the experiments are replicated across two registers of written English, with four additional registers reserved as a control. A set of three computational experiments shows that production-based grammars are significantly different from perception-based grammars across all conditions, with a steeper growth curve that can be explained by substantial inter-individual grammatical differences. ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2104.09033
https://arxiv.org/abs/2104.09033
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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
BASE
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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
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14
Global Syntactic Variation in Seven Languages: Toward a Computational Dialectology
In: Front Artif Intell (2019)
BASE
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15
Recursively emerging structure: a discourse-device CxG
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
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
In: Proceedings of the Society for Computation in Linguistics (2018)
BASE
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18
Learnability and falsifiability of Construction Grammars
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
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
In: Cognitive linguistics. - Berlin ; Boston, Mass. : de Gruyter Mouton 24 (2013) 4, 711-717
OLC Linguistik
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