Part of Speech Tagging of Marathi Text Using Trigram Method

Singh, Jyoti and Joshi, Nisheeth and Mathur, Iti (2013) Part of Speech Tagging of Marathi Text Using Trigram Method. [Journal (Paginated)]

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In this paper we present a Marathi part of speech tagger. It is a morphologically rich language. It is spoken by the native people of Maharashtra. The general approach used for development of tagger is statistical using trigram Method. The main concept of trigram is to explore the most likely POS for a token based on given information of previous two tags by calculating probabilities to determine which is the best sequence of a tag. In this paper we show the development of the tagger. Moreover we have also shown the evaluation done.

Item Type:Journal (Paginated)
Keywords:marathi, modeling, n-gram, of, part, speech, stochastic, tagging
Subjects:Computer Science > Artificial Intelligence
Linguistics > Computational Linguistics
ID Code:9069
Deposited By: Joshi, Nisheeth
Deposited On:18 Nov 2013 21:01
Last Modified:18 Nov 2013 21:01


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