However, with respect to the position-sensitive local context features, these two disambiguation problems may not have much in common since, for instance, we sometimes say "the bank announced", but we rarely say "the save announced".
whether problems share predictive structure may depend on feature types, and in that case, seeking predictive structure for each feature group separately may be more effective.