Task: Question Answering
Input (English): Context: Aubrey said she would help with the party and bake the cake. 
 Question: What does Aubrey need to do before this? 
 Options: (A) wanted to be friendly (B) throw away the ingredients (C) buy the cake pan
Output (English): A