Tõlkeprogrammide
Tõlkeprogrammid are computer programs designed to translate text or speech from one language to another. Also known as machine translation (MT) systems, they have become increasingly sophisticated and widely used. Early translation programs relied on rule-based approaches, where linguists manually created dictionaries and grammatical rules to facilitate translation. While these systems could produce basic translations, they often struggled with nuance, idiomatic expressions, and complex sentence structures, resulting in translations that were literal and sometimes nonsensical.
More recently, statistical machine translation (SMT) has become dominant. SMT systems learn translation patterns by analyzing
The latest advancements are in neural machine translation (NMT). NMT uses deep learning techniques, specifically artificial
Despite these advancements, tõlkeprogrammid still face challenges. Subtle meanings, cultural references, humor, and highly specialized jargon