6. The method of claim 4 wherein the at least one capitalization model feature function includes a capitalization tag model feature function.
4. The method of claim 1 wherein the step of capitalizing the target text further comprises: assigning the computed configuration probability to each respective one or more capitalization configurations, wherein the configuration probability is computed for the one or more capitalization configurations.