Erschienen: 15.06.2018 Abbildung von Scott | Translation, Brains and the Computer | 1. Auflage | 2018 | beck-shop.de

Scott

Translation, Brains and the Computer

A Neurolinguistic Solution to Ambiguity and Complexity in Machine Translation

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149,79 €

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auch verfügbar als eBook (PDF) für 139.09 €

Fachbuch

Buch. Hardcover

2018

60 schwarz-weiße Abbildungen, Bibliographie. Book.

In englischer Sprache

Springer-Verlag GmbH. ISBN 978-3-319-76628-7

Format (B x L): 16 x 24.1 cm

Gewicht: 559 g

Produktbeschreibung

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.

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