Georgian Language Preliminary Processing In The Task Of Information Retrieval

Author: maia archuadze
Co-authors: Manana Khachidze, Magda Tsintsadze
Keywords: NLP, Information Retrieval, Stemming, Lemmatization, Text Classification
Annotation:

Work address the text initial Processing as a necessary part of text classification initial stage, particularly the process of Stemming and Lemmatization. The well-known and popular algorithms such as Lovins, Porter and Paice/Husk stemming algorithms are considered. The peculiarities of stemming algorithm applications in analytical and Synthetic languages are provided and the necessity of their modification for different language Corps are underlined. However, there are languages requiring the development of a new stemmers for them.