Therefore , we repeated the experiments with POS tags predicted by the MADA toolkit ( Habash and Rambow 2005 ; Habash , Rambow , and Roth 2012 ) 15 ( see Table 2 , 14 Some parsers predict POS tags internally , instead of receiving them as input , but this is not the case in this article .
arabic tokenization partofspeech tagging and morphological disambiguation in one fell swoop
Nizar Habash Owen Rambow
Put differently , we are interested in the tradeoff between relevance and accuracy . Therefore , we repeated the experiments with POS tags predicted by the MADA toolkit ( Habash and Rambow 2005 ; Habash , Rambow , and Roth 2012 ) 15 ( see Table 2 , 14 Some parsers predict POS tags internally , instead of receiving them as input , but this is not the case in this article . 15 We use MADA v3 .1 in all of our experiments .
Therefore , we repeated the experiments with POS tags predicted by the MADA toolkit ( @@CITATION ; Habash , Rambow , and Roth 2012 ) 15 ( see Table 2 , 14 Some parsers predict POS tags internally , instead of receiving them as input , but this is not the case in this article .