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Empiricism and Language Learnability (Paperback)
Loot Price: R1,756
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Empiricism and Language Learnability (Paperback)
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This interdisciplinary new work explores one of the central
theoretical problems in linguistics: learnability. The authors,
from different backgrounds--linguistics, philosophy, computer
science, psychology and cognitive science-explore the idea that
language acquisition proceeds through general purpose learning
mechanisms, an approach that is broadly empiricist both
methodologically and psychologically. For many years, the
empiricist approach has been taken to be unfeasible on practical
and theoretical grounds. In the book, the authors present a variety
of precisely specified mathematical and computational results that
show that empiricist approaches can form a viable solution to the
problem of language acquisition. It assumes limited technical
background and explains the fundamental principles of probability,
grammatical description and learning theory in an accessible and
non-technical way. Different chapters address the problem of
language acquisition using different assumptions: looking at the
methodology of linguistic analysis using simplicity based criteria,
using computational experiments on real corpora, using theoretical
analysis using probabilistic learning theory, and looking at the
computational problems involved in learning richly structured
grammars. Written by four researchers in the full range of relevant
fields: linguistics (John Goldsmith), psychology (Nick Chater),
computer science (Alex Clark), and cognitive science (Amy Perfors),
the book sheds light on the central problems of learnability and
language, and traces their implications for key questions of
theoretical linguistics and the study of language acquisition.
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