Neural Computing based Part of Speech Tagger for Arabic Language.pdf

Jabar H Yousif
2019 Figshare  
This work proves that the using of ANN in utilizing the POS is achieving very well results. The performance has based the rate of accuracy, which most of the proposed models were obtained high accuracy between 90% and 99%. Besides, the using of neural models required less number of tag-sets for training and testing of the model. Most of NLP applications required accurate and fast POS, which is offered by the neural model.
doi:10.6084/m9.figshare.9744905.v1 fatcat:mamntkqiu5e3vdp4pqie65yfwe