{'fraction_non_alphanumeric': 0.010141987829614604, 'fraction_numerical': 0.0, 'mean_word_length': 5.253164556962025, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Modeling of Verb Phrases of the Kazakh Language

Formalization and modeling are an integral part to successful natural language processing. This article studies the formalization and modeling of verb phrases of the Kazakh language on the example of Verb government involving ontology. For the linguistic annotation of the concepts of the Kazakh language grammar, the UniTurk metalanguage was used. Ontological models of verb phrases of the Kazakh language are built in the Protégé environment.