As illustrated at step 3 of Algorithm 2, the core idea is to use English segmentation learned from CE alignment (step 2 of Algorithm 1) and already-aligned intersection part of EJ (iEJ, step 3 of Algorithm 1) to constrain the EM alignment process.
the English bigram LM and the aligned intersection part (iEJ) keep unchanged during all the EM iterations.