Research Article

Exploring the Performance of Tagging for the Classical and the Modern Standard Arabic

Table 2

Some of the literature tagging research.

NoRef.Tagging MethodTagset SizeCorpus SizeAccuracy
(tags)(words)(%)

1[26]A decision tree based tagger11078K &500K91.65 → 97.18

2[27]Support Vector Machines (SVM)24140K95.49

3[28]Hidden Markov Models2429,30095.0 → 97.1

4[29]SVM and a Neural network216,84491.0

5[1]Maximum Entropy based tagger29588,24496.1