This is a great idea.But what are the current limitations?Current models used in probabilistic
perception are at the surface level.
This idea arises in many
perception tasks. In vision, we can have high-level models of activities, and
of how people interact with each other, giving us much better models for
visual tracking.However, I don’t have
much time left, soI’ll spend just a
couple of slides talking
about it in the context of
natural language processing.