Innovative algorithms for Parts of Speech Tagging in hindi-english machine translation language

In this paper we develop and evaluate Parts Of Speech Tagging algorithm for parsing the Hindi text in Unicode format, it verifies the Hindi text according to the correct grammar. The accuracy for only Parts of Speech Tagging 93.6% window-3, 93.96% window-2 and 92.09% window-1. Accuracy of word with Parts of Speech Tagging for window-1- 94.45%, window-2- 95.17% and window-3- 94.75%. The accuracy for Parts of Speech Tagging was achieved by Conditional Random Fields algorithm.