Before revision: Modern approaches to visual question answering require large annotated datasetsfor training . Manual annotation of questions and answers for videos, however, is tedious, expensive and prevents scalability.
After revision: Modern approaches to visual question answering rely on large-scale annotated datasets . Manual annotation of questions and answers for videos, however, is tedious, expensive and prevents scalability.