Hi Neda

Yes, this is quite normal. The best plan is to do several runs and take the 
average bleu. See this paper for a discussion

http://www.cs.cmu.edu/~jhclark/pubs/significance.pdf

cheers - Barry

On Saturday 29 Oct 2011 10:09:29 Neda NoorMohammadi wrote:
> hello,
> 
> In my experiment this is happening:
> 
> I am running mert-moses.pl script  on a same develop set and configure file
> in a same condition but by each execution I gain different weights which
> leads to different Bleu (about 1%) (note that these executions are
> independent of each other and are initialized to predefine weights of
> moses.ini).
> 
> The used features in configure file are: LM: 3gram, Reordering:
> msd-bidirectional-fe, Alignment: grow-diag-final-and, phrase scores.
> 
> Is it normal? What is your suggestion?
> In this situation what is my baseline? The best one or the worth?
> 
> Neda Noormohammadi
> 
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