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The Acquisition of Syntactic Knowledge by Robert C. Berwick (Hardcover, 1985)

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This landmark work in computational linguistics is of great importance both theoretically and practically because it shows that much of English grammar can be learned by a simple program. The Acquisition of Syntactic Knowledge investigates the central questions of human and machine cognition: How do people learn language? How can we get a machine to learn language? It first presents an explicit computational model of language acquisition which can actually learn rules of English syntax given a sequence of grammatical, but otherwise unprepared, sentences. It shows that natural languages are designed to be easily learned and easily processed-an exciting breakthrough from the point of view of artificial intelligence and the design of expert systems because it shows how extensive knowledge might be acquired automatically, without outside intervention. Computationally, the book demonstrates how constraints that may be reasonably assumed to aid sentence processing also aid language acquisition. Chapters in the book's second part apply computational methods to the general problem of developmental growth, particularly the thorny problem of the interaction between innate genetic endowment and environmental input, with the intent of uncovering the constraints on the acquisition of syntactic knowledge. A number of mini-theories of learning are incorporated in this study of syntax with results that should appeal to a wide range of scholarly interests. These include how lexical categories, phonological rule systems, and phrase structure rules are learned; the role of semantic-syntactic interaction in language acquisition; how a parameter setting model may be formalized as a learning procedure; how multiple constraints (from syntax, thematic knowledge, or phrase structure) interact to aid acquisition; how transformational-type rules may be learned; and, the role of lexical ambiguity in language acquisition. The Acquisition of Syntactic Knowledge is sixteenth in the Artificial Intelligence Series, edited by Patrick Winston and Michael Brady.

Product Identifiers

Publisher
MIT Press Ltd
ISBN-13
9780262022262
eBay Product ID (ePID)
94697578

Product Key Features

Book Title
The Acquisition of Syntactic Knowledge
Author
Robert C. Berwick
Format
Hardcover
Language
English
Publication Year
1985
Number of Pages
380 Pages

Additional Product Features

Title_Author
Robert C. Berwick
Series Title
Artificial Intelligence Series
Country/Region of Manufacture
United States

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The Acquisition of Syntactic Knowledge by Robert C. Berwick (Hardcover, 1985)

About this product

Product Information

Product Identifiers

Product Key Features

Additional Product Features

Best Selling in Books

Atomic Habits: the life-changing million-copy #1 bestseller by James Clear (Paperback, 2018)

First Day by Andrew Daddo (Paperback, 2014)

Save on Books

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