Translation, Brains and the Computer: A Neurolinguistic Solution to Ambiguity and Complexity in Machine TranslationКНИГИ » ПРОГРАММИНГ
Название: Translation, Brains and the Computer: A Neurolinguistic Solution to Ambiguity and Complexity in Machine Translation Автор: Bernard Scott Издательство: Springer Год: 2018 Формат: EPUB Размер: 15 Мб Язык: английский / English
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.
Models of Computation Название: Models of Computation Автор: John E. Savage Издательство: Brown University Год: 2012 Формат: pdf Страниц: 698 Размер: 4 mb. Язык: English...
Models to Code: With No Mysterious Gaps Название: Models to Code: With No Mysterious Gaps Автор: Leon Starr, Andrew Mangogna, Stephen Mellor Издательство: Apress Год: 2017 Страниц: 305...
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Translation, Brains and the Computer: A Neurolinguistic Solution to Ambiguity and Complexity in Machine Translation 
