Furthermore, due to the stochastic nature of the estimation, the task A labels need not be fully accurate, allowing us to make use of noisy predictions which are assigned by an automatic classifier (Sections 3.1 and 4).
given a medium-sized sentiment corpus with sentencelevel labels, and a large collection of un-annotated text from the same distribution, we can train an accurate aspect-level sentiment classifier.