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Augmenting String to Tree Translation Models with Fuzzy Use of Source side Syntax

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Figure

Figure 1:  Two alternative derivations for a sample string-to-tree translation. The rules used are listed on the right
Figure 2:  A sample Chinese-English tree pair for rule extraction. The  bold italic nodes in the target English tree are frontiers
Table 1: Results (in BLEU scores) of different
Table 3: Some translation examples produced by Joshua, string-to-tree system s2t and source-syntax-augmented string-to-tree system FT2ET with deep similarity matching algorithm

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