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Moses is translation software and EMS (http://www.statmt.org/moses/?n=FactoredTraining.EMS) is addition to it that makes it more human firendly :) All needed soft ware can be downloade here:
It works good on debian x64 - it is a MUST be system !!
Just run script 1, than 2_b, 3_b, 4_b, 5_b, 6_b, 7_b and you will get Moses working together with EMS system :) and you will have 2 expereimts runned. On 127.0.0.1 web page you will find results.
The porblem is it now uses SRILM software that has licence restructions. I want to ose free IRSTLM (http://hlt.fbk.eu/en/irstlm). Theoretically it should work, but it does not :( the experimt returs mistakes whenever I use IRSTLM instead of SRILM. So the project is to make it work on IRTLMS
Here are some link on forum on that problem that I found: