This might be what Miles is referring too
http://www.statmt.org/wmt09/pdf/WMT-0939.pdf

There was some progress towards getting this into moses
http://lium3.univ-lemans.fr/mtmarathon2010/ProjectFinalPresentation/MERT/StabilizingMert.pdf

On Friday 25 March 2011 13:02, Miles Osborne wrote:
> There is work published on making mert more stable (on the train so can't
> easily dig it up)
>
> Miles
>
> sent using Android
>
> On 25 Mar 2011 12:49, "Lane Schwartz" <dowob...@gmail.com> wrote:
>
> We know that there is nondeterminism during optimization, yet virtually all
> papers report results based on a single MERT run. We know that results can
> very widely based on language pair and data sets, but a large majority of
> papers report results on a single language pair, and often for a single
> data set.
>
> While these issues are widely known at the informal level, I think that
> Suzy's point is well taken. I think there would be value in published
> studies showing just how wide the gap due to nondeterminism can be expected
> to be. It may be that such studies already exist, and I'm just not aware of
> them. Does anyone know of any?
>
> Cheers,
> Lane
>
> On Fri, Mar 25, 2011 at 7:03 AM, Barry Haddow <bhad...@inf.ed.ac.uk> wrote:
> > Hi
> >
> > This is an is...

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