«Natural Language Morphological Processing Methods» Paper by Prutzkow A.V. and Rozanov A.K.

Abstract

We review existing home and foreign ways of morphological analysis and synthesis. For the purpose of universal word-form generation and recognition method development we expose existing way advantages and disadvantages. Morphological analysis and synthesis methods, that oriented for the one natural language, can not be the basis for the universal method development. This methods algorithmes and data storage structure (dictionaries) are specialized for the one language features and can not be changed for other languages. Morphological ways applicable for some languages have weak points, which can be fixed by the universal method. Analysis of morphological ways let us put in claim to developing method of word-form generation and recognition. The universal method of word-form generation and recognition has to process word-forms of natural languages of different groups and families, have a universal dictionary structure, which do not require convertation for generation and recognithion task solvation, the model of word-form building, which the univesal method based of, has to describe of whole paradigm form building. We have developed the universal method satisfied the claim.

Reference

In English: Prutzkow, A.V., Rozanov, A.K. Natural Language Morphological Processing Methods. In Prikaspiyskiy Zhurnal: Upravlenie i Vysokie Tekhnologii, 3(27), 2014, pp. 119-133.

In Russian: Пруцков А.В., Розанов А.К. Методы морфологической обработки текстов // Прикаспийский журнал: управление и высокие технологии. — 2014. — № 3 (27). — С. 119-133.

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