@BGowar -
For Classic Quizzes, the Link provided by @Chris_Hofer for classic quizzes has the information you need - although it does not show you exactly.
With a classic quiz, click on Quiz Statistics, then Student analysis (generates a csv file for download). That csv file contains the answers for all questions by all students.
So, it is easily edited to provide just the answer column for the short answer question. The responses by all students will then be available to read in a column entry.
For New quizzes, there is probably a similar feature, but I do not use them.
Let me know if this helps or if it is not what is wanted.
Ron