Anecdotally, this feature also isn't especially important, see e.g.:
http://www.mt-archive.info/AMTA-2006-Lopez.pdf

On Mon, Feb 22, 2010 at 12:57 PM, Carlos Henriquez
<[email protected]> wrote:
>
> The last weight from the phrase-table corresponds to the phrase penalty as 
> explained in
>
> http://www.statmt.org/moses/?n=FactoredTraining.ScorePhrases
>
> This features benefits translations that use less units to decode.
>
> It is the Euler's number and it is determined as such because the decoder 
> uses natural logarithms to add the weights, instead of multiplying 
> probabilities. Hence, 2.718 will become 1 during decoding as a way of saying 
> "I'm using yet another phrase unit to perform a translation".
>
> So you were quite right after all :o)
>
> --
> Carlos A. Henríquez Q.
> [email protected]
>
>
> ________________________________
> De: Calia <[email protected]>
> Para: [email protected]
> Enviado: lun,22 febrero, 2010 05:26
> Asunto: [Moses-support] 2.718 in the phrase-table
>
>
> The exact purpose of the value 2.718 is what I am not sure of.
>
> As far as I know, the value is used for preferring the hypothesis with less 
> phrases to
>
> the one that use more phrases(words) for the same coverage of the source 
> sentence during
>
> the prefix cost comparison inside priority queue( for the hyps that covers 
> the same source range ).
>
> for example )
>
>  hyp1(I love you -> phrase_1 + phrase_2 ) vs hyp2(I love you -> phrase_1 + 
> phrase_2 + phrase_3 )
>
> to prefer hyp1 to hyp2 by multiplying hyp1 by 2.718.
>
> This is how I understand the use of the value, since longer phrase has 
> empirically better translation
>
> than the one made up of word-based translation.
>
> Is there any one who can confirm my belief, or to correct my conclusion?
>
> p.s. Is 2.718 the Euler's number? If it is, why is the weight determined as 
> such?
>
>
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