The Evolution of AI Translation: From Rule-Based Systems to Edge AI Devices
Machine translation (MT) has transformed from a laboratory experiment into a practical, real-world tool. Today, devices like Brexlink AI Translator bring professional-grade translation directly into the hands of travelers, business professionals, and students. Here's how this technology evolved: 1. Rule-Based Machine Translation (RBMT) Era: 1950s–1980sCore Principle: Manually coded linguistic rules, syntax trees, and bilingual dictionaries. Systems were built using formal grammar models defined by linguists, influenced by theories such as Chomsky’s Universal Grammar. Technical Foundation: Syntax-based parsing Lexical mapping Morphological analysis Strength: High accuracy in controlled environmentsLimitation: Rigid, costly to...
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