Translation, Brains and the Computer - A Neurolinguistic Solution to Ambiguity and Complexity in Machine Translation (Hardcover, 1st ed. 2018)

This book is about machine translation (MT) and the classic problems associated with this language technology. It examines the causes of these problems and, for linguistic, rule-based systems, attributes the cause to language's ambiguity and complexity and their interplay in logic-driven processes. For non-linguistic, data-driven systems, the book attributes translation shortcomings to the very lack of linguistics. It then proposes a demonstrable way to relieve these drawbacks in the shape of a working translation model (Logos Model) that has taken its inspiration from key assumptions about psycholinguistic and neurolinguistic function. The book suggests that this brain-based mechanism is effective precisely because it bridges both linguistically driven and data-driven methodologies. It shows how simulation of this cerebral mechanism has freed this one MT model from the all-important, classic problem of complexity when coping with the ambiguities of language. Logos Model accomplishes this by a data-driven process that does not sacrifice linguistic knowledge, but that, like the brain, integrates linguistics within a data-driven process. As a consequence, the book suggests that the brain-like mechanism embedded in this model has the potential to contribute to further advances in machine translation in all its technological instantiations.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	Machine Translation: Technologies and Applications, 2
Release date:	June 2018
First published:	2018
Authors:	Bernard Scott
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	241
Edition:	1st ed. 2018
ISBN-13:	978-3-319-76628-7
Categories:	Books > Language & Literature > Language & linguistics > Computational linguistics Books > Language & Literature > Language & linguistics > Historical & comparative linguistics > General Books > Computing & IT > Applications of computing > Artificial intelligence > Natural language & machine translation
LSN:	3-319-76628-7
Barcode:	9783319766287

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