These two binarizations are no different in the translation-model-only decoding described previously, just as in monolingual parsing.
in the source-channel approach to machine translation, we need to combine probabilities from the translation model (TM) (an SCFG) with the language model (an n-gram), which has been shown to be very important for translation quality (Chiang 2005).