Support Vector Machines based Part of Speech Tagging for Nepali Text

@inproceedings{Shahi2013SupportVM,
  title={Support Vector Machines based Part of Speech Tagging for Nepali Text},
  author={Tej Bahadur Shahi and Tank Nath Dhamala and Bikash Balami},
  year={2013}
}
Optimal part-of-speech tagging have great importance in various field of natural language processing such as machine translation, information extraction, word sense disambiguation, speech recognition and others. Due to the special nature of the Nepali language, Tagset used and Size of the corpus (training data), getting accurate part-of-speech tagger is one of the challenging task. This study is oriented to build an analytical machine learning model based on which it can be possible to… CONTINUE READING

Citations

Publications citing this paper.
SHOWING 1-4 OF 4 CITATIONS

A Deep Learning Approach for Part-of-Speech Tagging in Nepali Language

  • 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)
  • 2018
VIEW 1 EXCERPT
CITES METHODS

Nepali SMS filtering Using Decision Trees, Neural Network and Support Vector Machine

  • 2018 International Conference on Advances in Computing, Communication Control and Networking (ICACCCN)
  • 2018
VIEW 2 EXCERPTS
CITES BACKGROUND

Nepali news classification using Naïve Bayes, Support Vector Machines and Neural Networks

  • 2018 International Conference on Communication information and Computing Technology (ICCICT)
  • 2018
VIEW 1 EXCERPT
CITES BACKGROUND

References

Publications referenced by this paper.
SHOWING 1-6 OF 6 REFERENCES

Jaishi., Hidden Markov Model Based Probabilistic Part Of Speech Tagging For Nepali Text, (Masters Dissertation, Central Department of Computer Science and IT ,Tribhuvan

M R.
  • 2009
VIEW 2 EXCERPTS

Bandopadhya, Part of Speech Tagging in Bengali Using Support Vector Machine

S. A. Ekbal
  • Proceeding of IEEE
  • 2008
VIEW 2 EXCERPTS

Part-of-speech Tagset for Nepali

B. Prasain, LP. Khatiwada, B. K. Bal, P. Shrestha
  • Madan Puraskar Pustakalaya,
  • 2008
VIEW 3 EXCERPTS

The Computational Analysis of Morphosyntactic Categories in Urdu

A. Hardie
  • (PhD Thesis,
  • 2003

Support-Vector Networks

  • Machine Learning
  • 1995
VIEW 2 EXCERPTS