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Table 2 Results of several previous works in Vietnamese NER

From: Text normalization for named entity recognition in Vietnamese tweets

System

Entity types

Precision (%)

Recall (%)

F1 (%)

[19]

PER

84

82.56

83.39

[36]

PER, ORG, LOC, NA, FA, RE

92

76

83

[38]

PER, ORG, LOC

86.05

81.11

83.51

[46]

PER, ORG, LOC

93.13

88.15

79.35

[48]

PER, ORG, LOC, CUR, NUM, PERC, TIME

86.44

85.86

89.12

[49]

PER, ORG, LOC, CUR, NUM, PERC, TIME

89.05

86.49

87.75

[52]

PER, ORG, LOC, CUR, NUM, PERC, TIME, MISC

83.69

87.41

85.51

  1. PER person, ORG organization, LOC location, CUR currency, NUM number, PERC percent, TIME time, NA nationality, FA facility, RE region, MISC miscellaneous