The Task of Tagging Part of Speech in Natural Language Processing

Abstract

Natural language processing is a complex process that requires consideration of all phenomena, general and particular aspects, exceptions, phonetic, morphological, lexical, grammatical, semantic and even orthoepic features of a social language. At the same time, since the creation of an artificial intelligence system is an important result, it is important to achieve text processing units using digital technologies. In this process, it is necessary to determine the parts of speech of words. In computational linguistics, it is known that this linguistic and technical analysis is a stage of marking words – PoS-tagger, that is, tagging a part of speech of words, and is also considered the main stage of automatic text processing. Initial attempts to create tags in creating a language corpus solved many of the most pressing text problems today. In natural language processing (NLP), word labeling is also a primary concern, which leads to the analysis of various linguistic ambiguities in the text, such as the definition of homonymy and semantics of ambiguous words.This article discusses about part-of-speech tagging words, its significance in the process of computer analysis of texts, and the methods of tagging.