My problem is that for example in these three lines:
>
> a a new paragraph i ||| a en un nouveau paragraphe que je ||| 1 0.00113574 1 
> 4.77085e-08 2.718 ||| ||| 1 1
> a a new paragraph ||| a en un nouveau paragraphe que ||| 1 0.00130408 0.5 
> 7.55146e-08 2.718 ||| ||| 1 2
> a a new paragraph ||| a en un nouveau paragraphe ||| 0.5 0.00130408 0.5 
> 2.4472e-06 2.718 ||| ||| 2 2
>
> the prob (a a new paragraph i / a en un nouveau paragraphe que je) =1    and ,
> the prob (a a new paragraph ||| a en un nouveau paragraphe que ) = 1   and,
> the prob ( a a new paragraph ||| a en un nouveau paragraphe) = 0.5
>
> which is false because the sum of three probabilities > 1

The numbers you are looking at here (first number) are in the other direction.
For your direction, the third numbers is relevant, which are 1, 0.5+0.5 in your
example.

Note that you are translating English to French, so the description
on the web site is confusing since it assumes translation into English.
http://www.statmt.org/moses/?n=FactoredTraining.ScorePhrases

-phi

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