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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 Hits 1 – 2 of 2 1 Learned Construction Grammars Converge Across Registers Given Increased Exposure Dunn, Jonathan; Tayyar Madabushi H. - : Association for Computational Linguistics, 2021 BASE Show details 2 Production vs Perception: The Role of Individuality in Usage-Based Grammar Induction Nini A; Dunn, Jonathan. - : Association for Computational Linguistics, 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: 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/10092/102333 BASE Hide details

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