The online MIRAs are difficult to parallelize.
similar to the batch MIRA in (Cherry and Foster, 2012), we conduct the batch tuning by repeating the following steps: (a) Decode source sentences (in parallel) and obtain with the one from the previous iteration, (c) Invoke Algorithm 1.