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Data Cleaning for Word Alignment

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Figure

Figure 1: Figures A and C show the results ofword alignment for DE-EN where outliers de-tected by Algorithm 1 are shown in blue at the bot-tom
Figure 1).For DE-EN News Commentary cor-pus, most of the alignments fall in either 1:1 map-ping or NULL mappings whereas small numbers
Figure 4: Each row shows Bleu, NIST, and TER,while each column shows different language pairs(EN-ES, EN-DE and FR-DE)
Table 2: Sentences judged as outliers by Algo-rithm 1 (ENFR News Commentary corpus).
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