However, isolated parallel sentences are a lot easier to acquire and hence only a fraction of the parallel data will be at the document level in any practical scenario.
a context-aware model trained only on documentlevel parallel data is highly unlikely to outperform a context-agnostic model estimated from much larger sentence-level parallel corpus.