No such sharing was possible in the original symbolic space for representing words or phrases.
we find in a pilot study that it is good enough to set it to 1 when the values of all the baseline feature weights, used in the log-linear model of (1), are properly normalized, such as by setting = / for = 1 … , where is the unnormalized weight value of the target language model.