Systems and methods disclosed herein provide a knowledge-based form creation platform. A form creation component may be initiated at a computing device to present a form creation user interface to a user. Content of a question can be received via a user interface from a user, from which a key term may be obtained. Information relating to the key term may be retrieved from a knowledge database, and the information may indicate an answer field format associated with the question. An answer field for the question may be automatically generated based on the answer field format.