SRILM is a language modelling package, used by the moses translation system. The compilation is quite straightforward, except two things:
1. The current path in the Makefile needs to be changed
2. In common/Makefile.machine.xxx, there are paths to gcc and g++.
In the first line, GCC_FLAGS might need editing as well. For example, -mtune=pentium3.