> There are also various post hoc approaches to removing noise from
> phrases tables and alignments.  Some recent examples:
> http://aclweb.org/anthology-new/D/D07/D07-1103.pdf
> http://aclweb.org/anthology-new/W/W08/W08-0306.pdf
>
> Although there's nothing like this included in Moses, it would be easy
> to contribute one as a standalone script.
Actually, the first paper above (Johnson et al. 2007) is implemented
and included in moses.  I haven't found that it ever improves the
translation performance, but it can significantly reduce the size of
your phrase table.

Chris
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