• Anglický jazyk

Automatic POS Tagging of Bhojpuri: A Comparative Study with Hindi

Autor: Srishti Singh

This work is one of the initial experiments towards creating the automatic Part-of Speech (POS) tagger for Bhojpuri language. Bhojpuri is a lesser resource language and does not have much technology available, therefore, this work presents the first big... Viac o knihe

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O knihe

This work is one of the initial experiments towards creating the automatic Part-of Speech (POS) tagger for Bhojpuri language. Bhojpuri is a lesser resource language and does not have much technology available, therefore, this work presents the first big representative Bhojpuri corpus of approx 2,67,000 tokens from different domains and a SVM (Support Vector Machine) based POS tagger trained on this corpus. The accuracy of the tagger achieved under this experiment is approx. 87 %. This work also cover a detail guideline of annotating Bhojpuri corpus following BIS scheme and a comparative analysis of performances of Bhojpuri and Hindi POS taggers trained with SVM model.

  • Vydavateľstvo: LAP LAMBERT Academic Publishing
  • Rok vydania: 2018
  • Formát: Paperback
  • Rozmer: 220 x 150 mm
  • Jazyk: Anglický jazyk
  • ISBN: 9786138389927

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