Statistical Language Learning

What types of mechanisms underlie the acquisition of human language? Recent evidence suggests that learners, including infants, can use statistical properties of linguistic input to discover structure, including sound patterns, words, and the beginnings of grammar. These abilities appear to be both powerful and constrained, such that some statistical patterns are more readily detected and used than others. Implications for the structure of human languages are discussed.

[1]  Elissa L Newport,et al.  Structural packaging in the input to language learning: Contributions of prosodic and morphological marking of phrases to the acquisition of language , 1987, Cognitive Psychology.

[2]  S. Pinker,et al.  Natural language and natural selection , 1990, Behavioral and Brain Sciences.

[3]  R N Aslin,et al.  Statistical Learning by 8-Month-Old Infants , 1996, Science.

[4]  Elizabeth K. Johnson,et al.  Statistical learning of tone sequences by human infants and adults , 1999, Cognition.

[5]  R. Gómez,et al.  Artificial grammar learning by 1-year-olds leads to specific and abstract knowledge , 1999, Cognition.

[6]  R. Gómez,et al.  Infant artificial language learning and language acquisition , 2000, Trends in Cognitive Sciences.

[7]  Jenny R Saffran,et al.  Words in a sea of sounds: the output of infant statistical learning , 2001, Cognition.

[8]  M. Hauser,et al.  Segmentation of the speech stream in a non-human primate: statistical learning in cotton-top tamarins , 2001, Cognition.

[9]  J. Saffran The Use of Predictive Dependencies in Language Learning , 2001 .

[10]  Elissa L. Newport,et al.  Innately Constrained Learning: Blending Old and New Approaches to Language Acquisition , 2001 .

[11]  Scott P. Johnson,et al.  Visual statistical learning in infancy: evidence for a domain general learning mechanism , 2002, Cognition.

[12]  Richard N Aslin,et al.  Statistical learning of new visual feature combinations by infants , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[13]  J. Saffran Constraints on Statistical Language Learning , 2002 .

[14]  Jessica Maye,et al.  Infant sensitivity to distributional information can affect phonetic discrimination , 2002, Cognition.

[15]  Jenny R. Saffran,et al.  Does Grammar Start Where Statistics Stop? , 2002, Science.

[16]  Marina Nespor,et al.  Signal-Driven Computations in Speech Processing , 2002, Science.

[17]  Noam Chomsky,et al.  The faculty of language: what is it, who has it, and how did it evolve? , 2002, Science.

[18]  J. Saffran,et al.  From Syllables to Syntax: Multilevel Statistical Learning by 12-Month-Old Infants , 2003 .

[19]  Erik D. Thiessen,et al.  Pattern induction by infant language learners. , 2003, Developmental psychology.