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Statistical learning is the ability for humans and other animals to extract statistical regularities from the world around them to learn about the environment. Although statistical learning is now thought to be a generalized learning mechanism, the phenomenon was first identified in human infant language acquisition .
Statistical learning refers to the process of extracting this structure. A major question in language acquisition in the past few decades has been the extent to which infants use statistical learning mechanisms to acquire their native language. There have been many demonstrations showing infants’ ability to extract structures in linguistic ...
- Alexa R. Romberg, Jenny R. Saffran
- 2010
Feb 7, 2022 · Thus, experience-dependent learning, now known as statistical learning, was shown to be a driving force in the acquisition of spoken language. Since 1996, many studies have investigated ways in ...
Sep 19, 2022 · The goal of the meta-analysis was to assess the contribution of statistical learning to language acquisition at large, and the inclusion of diverse tasks may provide a more ecologically valid estimate of how statistical learning operates in the natural environment. 2.3 Data extraction and effect-size calculation
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The constraints that are highly suited to discovering linguistic structure may not be specific to language, but general characteristics of human learning. Statistical learning accounts of language acquisition present an alternative to the traditional innate universal grammar explanation for syntactic acquisition and for the similarities in ...
Jan 1, 2020 · Abstract. Research to date suggests that infants exploit statistical regularities in linguistic input to identify and learn a range of linguistic structures, ranging from the sounds of language (e.g., native-language speech sounds, word boundaries in continuous speech) to aspects of grammatical structure (e.g., lexical categories like nouns and ...
Jul 26, 2010 · This paper reviews current research on how statistical learning contributes to language acquisition. Current research is extending the initial findings of infants' sensitivity to basic statistical information in many different directions, including investigating how infants represent regularities, learn about different levels of language, and ...
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