EAN: 9783319766287

Bilder-Quelle: shopping24.de – Sport

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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03.04.2025 um 16:33 Uhr

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