Hi, Since MT training is non-convex and thus the BLEU score varies, which score should I use for my system? I trained my system three times using the same data and obtained the three different scores below. Should I take the average or the best score?
BLEU = 17.84, 49.1/22.0/12.5/7.5 (BP=1.000, ratio=1.095, hyp_len=3952, ref_len=3609) BLEU = 16.51, 48.4/20.7/11.4/6.5 (BP=1.000, ratio=1.093, hyp_len=3945, ref_len=3609) BLEU = 15.33, 48.2/20.1/10.3/5.5 (BP=1.000, ratio=1.087, hyp_len=3924, ref_len=3609) Thanks, Hilton
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