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Call for Papers:Vol.11 Issue.4

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Title: :  NATURAL LANGUAGE PROCESSING: MALAGASY PART-OF-SPEECH TAGGING
PaperId: :  10920
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 5 2019
DUI:    16.0415/IJARIIE-10920
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
RAKOTONDRAFARA Aina NambinintsoaHigh School of Polytechnical University in Antananarivo, Madagascar
RANDIMBINDRAINIBE FalimananaHigh School of Polytechnical University in Antananarivo, Madagascar
RANDRIAMBOLOLONA Nivo HarisoaHigh School of Polytechnical University in Antananarivo, Madagascar
ROBINSON MatioHigh School of Polytechnical University in Antananarivo, Madagascar

Abstract

Cognitive science and applications
part-of-speech tagging, POS tagging, official Malagasy Language, tagset, corpus, algorithm, Malagasy grammar, unigram model, bigram model, Hidden Markov model (HMM Model)
The objective of this work is the realization of a part-of-speech tagging (POS tagging) for the official Malagasy Language. The tagger uses a set of tags, a tagged learning corpus, various mathematical models, and an algorithm that implements the basic rules of the Malagasy grammar. We will describe our tagset in a two-level approach and the performance of our part of part-of-speech tagging in relation to unigram-based tagger, the bigram model and the Hidden Markov Model. We will then present detailed results of each simulation.

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IJARIIE RAKOTONDRAFARA Aina Nambinintsoa, RANDIMBINDRAINIBE Falimanana, RANDRIAMBOLOLONA Nivo Harisoa, and ROBINSON Matio. "NATURAL LANGUAGE PROCESSING: MALAGASY PART-OF-SPEECH TAGGING" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 5 2019 Page 705-717
MLA RAKOTONDRAFARA Aina Nambinintsoa, RANDIMBINDRAINIBE Falimanana, RANDRIAMBOLOLONA Nivo Harisoa, and ROBINSON Matio. "NATURAL LANGUAGE PROCESSING: MALAGASY PART-OF-SPEECH TAGGING." International Journal Of Advance Research And Innovative Ideas In Education 5.5(2019) : 705-717.
APA RAKOTONDRAFARA Aina Nambinintsoa, RANDIMBINDRAINIBE Falimanana, RANDRIAMBOLOLONA Nivo Harisoa, & ROBINSON Matio. (2019). NATURAL LANGUAGE PROCESSING: MALAGASY PART-OF-SPEECH TAGGING. International Journal Of Advance Research And Innovative Ideas In Education, 5(5), 705-717.
Chicago RAKOTONDRAFARA Aina Nambinintsoa, RANDIMBINDRAINIBE Falimanana, RANDRIAMBOLOLONA Nivo Harisoa, and ROBINSON Matio. "NATURAL LANGUAGE PROCESSING: MALAGASY PART-OF-SPEECH TAGGING." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 5 (2019) : 705-717.
Oxford RAKOTONDRAFARA Aina Nambinintsoa, RANDIMBINDRAINIBE Falimanana, RANDRIAMBOLOLONA Nivo Harisoa, and ROBINSON Matio. 'NATURAL LANGUAGE PROCESSING: MALAGASY PART-OF-SPEECH TAGGING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 5, 2019, p. 705-717. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/NATURAL_LANGUAGE_PROCESSING__MALAGASY_PART_OF_SPEECH_TAGGING_ijariie10920.pdf (Accessed : 14 November 2022).
Harvard RAKOTONDRAFARA Aina Nambinintsoa, RANDIMBINDRAINIBE Falimanana, RANDRIAMBOLOLONA Nivo Harisoa, and ROBINSON Matio. (2019) 'NATURAL LANGUAGE PROCESSING: MALAGASY PART-OF-SPEECH TAGGING', International Journal Of Advance Research And Innovative Ideas In Education, 5(5), pp. 705-717IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/NATURAL_LANGUAGE_PROCESSING__MALAGASY_PART_OF_SPEECH_TAGGING_ijariie10920.pdf (Accessed : 14 November 2022)
IEEE RAKOTONDRAFARA Aina Nambinintsoa, RANDIMBINDRAINIBE Falimanana, RANDRIAMBOLOLONA Nivo Harisoa, and ROBINSON Matio, "NATURAL LANGUAGE PROCESSING: MALAGASY PART-OF-SPEECH TAGGING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 5, pp. 705-717, Sep-Oct 2019. [Online]. Available: http://ijariie.com/AdminUploadPdf/NATURAL_LANGUAGE_PROCESSING__MALAGASY_PART_OF_SPEECH_TAGGING_ijariie10920.pdf [Accessed : 14 November 2022].
Turabian RAKOTONDRAFARA Aina Nambinintsoa, RANDIMBINDRAINIBE Falimanana, RANDRIAMBOLOLONA Nivo Harisoa, and ROBINSON Matio. "NATURAL LANGUAGE PROCESSING: MALAGASY PART-OF-SPEECH TAGGING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 5 (14 November 2022).
Vancouver RAKOTONDRAFARA Aina Nambinintsoa, RANDIMBINDRAINIBE Falimanana, RANDRIAMBOLOLONA Nivo Harisoa, and ROBINSON Matio. NATURAL LANGUAGE PROCESSING: MALAGASY PART-OF-SPEECH TAGGING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : 14 November 2022]; 5(5) : 705-717. Available from: http://ijariie.com/AdminUploadPdf/NATURAL_LANGUAGE_PROCESSING__MALAGASY_PART_OF_SPEECH_TAGGING_ijariie10920.pdf
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