This excellent technical resource discusses several linguistic, statistical, and connectionist machine translation (#MT) technologies. The book dives deep into the underlying #neuroscience foundations of the translation process. The authors connect technological solutions with brain research. They make suggestions for optimizing machine translations with #psycholinguistic and #neurolinguistic-inspired #algorithms. This is one of the most valuable resources for AI scientists dealing with challenges around #explainability. Sections on language ambiguity, #complexity, and #semantics are an excellent roadmap for further research into MT. A significant amount of space is devoted to an overview of the theory of artificial grammar learning and language formal representation methods, including the meta-languages like SAL (Semantico-syntactic Abstraction Language)
#machinetranslation #machinelearning #NLP #naturallanguageprocessing #translation #learning #like #ai #research #language
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