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Statistical Models for Unsupervised, Semi Supervised Supervised Transliteration Mining

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Figure

Table 1Two possible alignments of a word pair (cef, ACDF). The symbol ∅ represents the empty string.
Figure 1Semi-supervised training.
Table 2Comparison of our unsupervised systemthe best English/Arabic NEWS10 system. For all other language pairs, Jiampojamarn et al.unsupervised system of Sajjad et al
Table 3Results of our unsupervised, semi-supervised, and supervised transliteration mining systems
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