MIT Press

Table 6:

NER comparison with Ben-Mordecai (2005).

	Precision	Recall	F1
Ben-Mordecai (2005) MEMM+HMM+REGEX	84.54	74.31	79.10
This work token-single+FT+CharLSTM	86.84 ± 0.5	82.6 ± 0.9 ± 0.5	84.71
This work morph-Hybrid+FT+CharLSTM	86.93 ± 0.6	83.59 ± 0.8	85.22 ± 0.5

	Precision	Recall	F1
Ben-Mordecai (2005) MEMM+HMM+REGEX	84.54	74.31	79.10
This work token-single+FT+CharLSTM	86.84 ± 0.5	82.6 ± 0.9 ± 0.5	84.71
This work morph-Hybrid+FT+CharLSTM	86.93 ± 0.6	83.59 ± 0.8	85.22 ± 0.5