keelerepresentatsiooni
Keelerepresentatsiooni (Estonian for language representation) refers to how language is encoded and represented in cognitive systems and computational models. It encompasses phonological, morphological, syntactic, and semantic information that constitutes mental or artificial structures used to store and manipulate language. In cognitive theory, representations are the internal structures that enable language processing and learning. In computational linguistics and natural language processing, keelerepresentatsiooni denotes how language data are encoded for algorithms and models.
Historically, two broad approaches exist: symbolic representations such as feature structures and parse trees; and distributed
Common representation types include symbolic grammars, phonemic inventories, and structured-semantic forms; and statistical embeddings such as
Applications include speech recognition, machine translation, sentiment analysis, search, and chat systems. Challenges include cross-linguistic variation,