e-ISSN:0976-5166
p-ISSN:2231-3850


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

Call for Papers 2020

Apr 2021 - Volume 12, Issue 2
Deadline: 15 Mar 2021
Publication: 20 Apr 2021

Jun 2021 - Volume 12, Issue 3
Deadline: 15 May 2021
Publication: 20 Jun 2021

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ABSTRACT

Title : A HYBRID PARSER MODEL FOR HINDI LANGUAGE
Authors : Sneha Asopa, Neelam Sharma
Keywords : Hindi; parser; conditional random fields; rule based; probabilistic context free grammar.
Issue Date : Jan-Feb 2021
Abstract :
Analyzing syntactic structure is the most complicated task for Indian Languages. In this paper, a probabilistic parser is proposed for Hindi language comprising the empirical and rationalist approaches. The task of tagging is accomplished with the help of TnT POS tagger. In this research work, along with the development and evaluation of probabilistic parser, evaluation of rule based and conditional random fields (CRF) based shallow parser is also done by using a test dataset of 100 tagged sentences of Hindi. The generation of probabilistic parser is formulated mainly by using rule based shallow parser, constructing grammar rules and assigning probabilities. The proposed probabilistic parser has shown the accuracy of 66%.
Page(s) : 271-277
ISSN : 0976-5166
Source : Vol. 12, No.1
PDF : Download
DOI : 10.21817/indjcse/2021/v12i1/211201223