Part of the contribution of the current work is to suggest that joint decoding can be effective even when joint training is not possible because jointly-labeled data is unavailable.
we need to transfer regularities learned from a well-studied subtask, such as finding person names in newswire text, to a new, related task, such as finding names of speakers in email seminar announcements.