• P-ISSN 0974-6846 E-ISSN 0974-5645

Indian Journal of Science and Technology


Indian Journal of Science and Technology

Year: 2020, Volume: 13, Issue: 48, Pages: 4661-4671

Original Article

Analysis of implemented part of speech tagger approaches: The case of Ethiopian languages

Received Date:19 October 2020, Accepted Date:12 December 2020, Published Date:30 December 2020


Objective: To review Part of Speech (POS) tagging works that have been done for the Ethiopian languages. Methods: All methods that have been implemented to develop POS tagging for the Ethiopian languages have been mentioned. Findings: Since all implemented POS tagging methods have been mentioned in this work, the result will be used for future natural language processing researchers to select the best methodology. Novelty: The work includes all implemented POS tagging research works for the Ethiopian languages.

Keywords: Natural language processing; Ethiopian language; part of speech; labeling


  1. Gambäck B, Olsson F, Argaw AA, Asker L. Methods for Amharic part-of-speech tagging. 2009. Available from: https://doi.org/10.3115/1564508.1564527
  2. Bhatt PM, Ganatra A. 2019. Available from: https://www.ijrte.org/wp-content/uploads/papers/v8i1/A9254058119.pdf
  3. Demilie WB. Parts of Speech Tagger for Awngi Language, 9. (Vol. 9) 2019.
  4. Mamo G, Meshesha M. Parts of Speech Tagging for Afaan Oromo. International Journal of Advanced Computer Science and Applications. 2011;1(3):1–5. Available from: https://dx.doi.org/10.14569/specialissue.2011.010301
  5. Yimam SM, Biemann C, Castilho RED, Gurevych I. Automatic Annotation Suggestions and Custom Annotation Layers in WebAnno. 2015. Available from: https://doi.org/10.3115/v1/p14-5016
  6. Sium MA. Automatic Part of Speech Tagger for Tigrigna Language Using Hybrid Approach. Journal of Chemical Information and Modeling. 2016;53(9):130.
  7. Keleta Y, Yamamoto K, Marasinghe A. Tigrinya part-of-speech tagging with morphological patterns and the New Nagaoka Tigrinya corpus. International Journal of Computer Applications. 2016;146(14):33–41. Available from: https://dx.doi.org/10.5120/ijca2016910943
  8. Abera MK. Development of Part of Speech Tagger for Ge ’ ez Language . Addis Ababa University College of Natural Sciences thesis
  9. Mohammed S. Using machine learning to build POS tagger for under-resourced language: the case of Somali. International Journal of Information Technology. 2020;12(3):717–729. Available from: https://doi.org/10.1007/s41870-020-00480-2


© 2020 Demilie.This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Published By Indian Society for Education and Environment (iSee)


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