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On Some Pitfalls in Automatic Evaluation and Significance Testing for MT

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Figure

Table 1: NIST, BLEU, F-scores for reranker and baseline on development set
Figure 1: Approximate Randomization Test for Statistical Significance Testing
Figure 2: Bootstrap Test for Statistical Significance Testing
Table 2: NIST scores for equivalent systems under bootstrap and approximate randomization tests.

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