Volume 14, Number 3/4

Text Analysis in Mongolian Language

  Authors

Chuluundorj Begz, University of the Humanities, Mongolia

  Abstract

The relevance of textual analysis appears in numerous case studies across fields of social, business and academic communication. A central question in multilingual research is to develop a universal concept representation using a variety of models. Typologically different languages may have differing numbers of values for the same concept. There is an increased interest how typologically different languages encode morphology and syntax features across different layers. Language specific features as subject-verb agreement, flexibility of word order, morphological type require more parameters to represent. Crosslingual abstractions of morphosyntactic concepts serve as a basis for disentangling latent grammatical concepts across typologically diverse languages.

  Keywords

neural network, transformer architecture, three layers, matrixes, vector (tensor) model, dot product, encoding and word embedding.