Everything about Statistical language acquisition
Branch of developmental psycholinguistics
Statistical language acquisition, a branch of developmental psycholinguistics, studies the process by which humans develop the ability to perceive, produce, comprehend, and communicate with natural language in all of its aspects through the use of general learning mechanisms operating on statistical patterns in the linguistic input. Statistical learning acquisition claims that infants' language-learning is based on pattern perception rather than an innate biological grammar. Several statistical elements such as frequency of words, frequent frames, phonotactic patterns and other regularities provide information on language structure and meaning for facilitation of language acquisition. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Statistical language acquisitionA 5-minute orientation
- Skim a recent paper: The role of pitch statistical learning in second language morphosyntactic acquisitionInfluential work since 2022
- Pick up a classic book: Guide to Doing Statistics in Second Language Research Using SPSS and RThe most-reprinted book on the subject
- Read the landmark paper: Statistical learning and language acquisitionCited 310 times
- Go sideways: Statistical learning in language acquisitionA closely related topic
- Go sideways: Language acquisitionA closely related topic
📖 Definitions
Noun The study of how individuals, particularly infants, learn language by recognizing statistical patterns in linguistic input.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Statistical learning and language acquisition
Statistical learning of language: Theory, validity, and predictions of a statistical learning account of language acquisition
Statistical Literacy Among Applied Linguists and Second Language Acquisition Researchers
Lexical and statistical evidence in the acquisition of second language phonemes
Connectionist and Statistical Approaches to Language Acquisition: A Distributional Perspective
The discontinuity model: Statistical and grammatical learning in adult second-language acquisition
Statistical knowledge and training in second language acquisition
An Investigation of the Predictors of Statistical Literacy in Second Language Acquisition
🆕 Influential since 2022
📚 Books worth reading
Guide to Doing Statistics in Second Language Research Using SPSS and RJenifer Larson-Hall · 2015
Data Visualization and Analysis in Second Language ResearchGuilherme D. Garcia · 2021- 📕Discontinuity in second language acquisitionStefano Rastelli · 2014
Statistical Learning and Language AcquisitionPatrick Rebuschat · 2012
Doing second language researchJames Dean Brown, Theodore S. Rodgers · 2002
A Guide to Doing Statistical Analysis in Second Language ResearchLarson-Hall · 2008
Understanding research in second language learningJames Dean Brown · 1988- 📕Language spoken at home and ability to speak English for United States, regions and states, 1990United States. Bureau of the Census. Education and Social Stratification Branch · 1990
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Statistical learning in language acquisition Statistical learning is the ability for humans and other animals to extract statistical regularities from the world around them to learn about the environment…
- Language acquisition Language acquisition is the process by which humans acquire the capacity to perceive and comprehend language. In other words, it is how human beings gain…
- Jenny Saffran Jenny R. Saffran (born 1964) is a cognitive psychologist known for her research on language acquisition, statistical learning, music cognition, and cognitive…
- Bootstrapping (linguistics) Bootstrapping is a term used in language acquisition in the field of linguistics. It refers to the idea that humans are born innately equipped with a mental…
- Poverty of the stimulus In linguistics, the poverty of the stimulus is the claim that children are not exposed to rich enough data within their linguistic environments to acquire…
- Language development Language development in humans is a process which starts early in life. Infants start without knowing a language, yet by 10 months, babies can distinguish…
- Psychological nativism In the field of psychology, nativism is the view that certain skills or abilities are "native" or hard-wired into the brain at birth. This is in contrast…
- Computational linguistics Computational linguistics is an interdisciplinary field concerned with the computational modelling of natural language, as well as the study of appropriate…