Finally, since we need to have a complete derivation before we can observe the response of the mathematical engine E, we cannot design efficient inference methods such as dynamic programming algorithms based on partial feedback.
we have to perform exploration during learning to search for fully constructed semantic parses that can generate the correct solution.