Sequence Labeling for Three Word Disambiguation in Telugu Language Sentences

Authors(4) :-Jinka Sreedhar, Suresh Dara, Baijnath Kaushik, SK Althaf Hussain Basha

This paper is intended to apply sequence labelings which are introduced to find out the ambiguity in three-words. These words appear to give rise to ambiguity. They seem to be sequence words and this method can be applied only to these types of words. There is another theory of automata which is a mathematical model. By implementing this model to disambiguate the words of sequence it is found there is a kind of mathematical accuracy equal to that of sequence labeling method. The main aim of finding out these methods, is to find out solution to the problem of ambiguity in three-words sequences. Here designing of automata theory for three-words is dealt with the Three-Words disambiguation rules are explained with examples.

Authors and Affiliations

Jinka Sreedhar
Department of Computer Science and Engineering B.V.Raju Institute of Technology, Narsapur, Telangana, India
Suresh Dara
Department of Computer Science and Engineering Shri Mata Vaishno Devi University, Katra, Jammu and Kashmir, India
Baijnath Kaushik
Department of Computer Science and Engineering Gokaraju Rangaraju Institute of Engineering and Technoloy, Hyderabad, India
SK Althaf Hussain Basha

Natural Language Processing(NLP),Information Retrieval Systems(IRS), Machine Translation(MT), Finite Automata(FA).

  1. Noam Chomsky, "Logical syntax and semantics: their linguistic relevance", vol.31, No.1, pp: 36-45, 1955.
  2. Noam Chomsky, "On Certain Formal Properties of Grammars", Information and Control, Vol. 9, pp: 137-167, 1959.
  3. Nou, Chenda and WataruKameyama,Khmer, "POS Tagger: A Transformation-based Approach with Hybrid Unknown Word Handling", Proceedings of the First IEEE International Conference on Semantic Computing (ISCS), Irvine, CA. pp: 482-492, 2007.
  4. PawanGoyal,LaxmidharBehera,Thomas Martin McGinnity, "Query Representation through Lexical Association for Information Retrieval", IEEE Transactions on Knowledge and Data Engineering, pp: 2260-2273, 2012.
  5. PengJin,XingyuanChen,"A Word Sense Probabilistic Topic Model", 9th International Conference on Computational Intelligence and Security (CIS), pp: 401-404, 2013.
  6. PengYuan Liu, "Another View of the Features in Supervised Chinese Word Sense Disambiguation", 9thInternational Conference on Computational Intelligence and Security, ISBN: 978-0-7695-4584-4, pp: 1290-1293, 2011.
  7. Pengyuan Liu, YongzengXue, Shiqi Li, Shui Liu, "Minimum Normalized Google Distance for Unsupervised Multilingual Chinese-English Word Sense Disambiguation", International Conference on Genetic and Evolutionary Computing, ISBN: 978-0-7695-4281-2, 2010.
  8. Ping Chen,BowesC,Wei Ding,, "Word Sense Disambiguation with Automatically Acquired Knowledge",IEEE INTELLIGENT SYSTEMS, 2012.
  9. PrashanthMannem, "Bidirectional Dependency Parser for Hindi, Telugu and Bangla", Proceedings of ICON09 NLP Tools Contest: Indian Language Dependency Parsing, India, 2009.
  10. Quinlan, J. R, "Induction of decision trees", Mach. Learn. 1, 1, pp: 81–106, 1986.
  11. Quinlan, J. R, "Programs for Machine Learning", Morgan Kaufmann, San Francisco, CA, 1993.
  12. R.M.K.Sinha and K. Sivaraman, "Ambiguity Resolution in Anglabharati",TRCS-93-174, Department of Computer Science and Engineering, IIT,Kanpur, India, 1993
  13. R. Mahesh K. Sinha,"Learning Disambiguation of Hindi Morpheme 'vaalaa' with a Sparse Corpus" 4th International Conference on Machine Learning and Applications, ISBN: 978-0-7695-3926-3, pp: 653-657, 2009.
  14. J.Sreedhar, S. Viswanadha Raju, A. Vinaya Babu, Amzan Shaik, P.Pavan Kumar "Word Sense Disambiguation : An Empirical Survey" International Journal of Soft Computing and Engineering(IJSCE), Volume-2,Issue-2,May-2012,ISSN:2231-2307.
  15. J.Sreedhar, S. Viswanadha Raju, A. Vinaya Babu, Amzan Shaik, P.Pavan Kumar"A critical Approaches to Identification of Disambiguation Words in NLP : A Current State of the Art" International Journal of Engineering Trends and Technologies (IJETT), Volume-3,Issue-3,May-2012,ISSN:2231-5381.
  16. P.Pavan Kumar, J.Sreedhar "Innovative Techniques and Technologies in Translation in a Multilingual Context" 3rd International Conference on Translation Technology and Globalization in Multilingual Context" Delhi, June 23-26, 2012.
  17. P.Pavan Kumar, J.Sreedhar "Language teaching and MLE in the context of the third revolution" DLA Conference on Dravidian Languages and Translation Technology" HCU, Hyderabad, June 18-20, 2012.
  18. Hyuk-Chul Kwon, Minho Kim, Youngim Jung, "Hybrid word sense disambiguation using language resources for transliteration of Arabic numerals in Korean", International Conference on Hybrid Information Technology (ICHIT '09), ISBN: 978-1-60558-662-5, pp: 314-321,2009.

Publication Details

Published in : Volume 2 | Issue 7 | September 2017
Date of Publication : 2017-09-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 311-315
Manuscript Number : CSEIT174437
Publisher : Technoscience Academy

ISSN : 2456-3307

Cite This Article :

Jinka Sreedhar, Suresh Dara, Baijnath Kaushik, SK Althaf Hussain Basha, "Sequence Labeling for Three Word Disambiguation in Telugu Language Sentences", International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN : 2456-3307, Volume 2, Issue 7, pp.311-315, September-2017.
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