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2020-05-18
Nambiar, Sindhya K, Leons, Antony, Jose, Soniya, Arunsree.  2019.  Natural Language Processing Based Part of Speech Tagger using Hidden Markov Model. 2019 Third International conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC). :782–785.
In various natural language processing applications, PART-OF-SPEECH (POS) tagging is performed as a preprocessing step. For making POS tagging accurate, various techniques have been explored. But in Indian languages, not much work has been done. This paper describes the methods to build a Part of speech tagger by using hidden markov model. Supervised learning approach is implemented in which, already tagged sentences in malayalam is used to build hidden markov model.