Vocabulary is the core of this type of questions. You must memorize the vocabulary list given in this site and any other list available from any where.
For More detail For more detail of the section you can find some relevant and important stuff here.
Forms of Antonym Questions
Antonym questions have many forms. The most common of which has been discussed above. Take lessons and practice questions.