Am I PUNCTUATING THIS SENTENCE CORRECTLY?

Have you read the article entitled"Increase Your Vocabulary"?

Do Place a comma after the word entitled? Do I Underline the title of the article?

It's punctuated just fine, except you need a space between entitled and the opening quotation marks.

=)