Named Entity Recognition for Nepali Language

08/16/2019

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by   Oyesh Mann Singh, et al.

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Named Entity Recognition have been studied for different languages like English, German, Spanish and many others but no study have focused on Nepali language. In this paper we propose a neural based Nepali NER using latest state-of-the-art architecture based on grapheme-level which doesn't require any hand-crafted features and no data pre-processing. Our novel neural based model gained relative improvement of 33 and up to 10 for languages beside Nepali.