Punctuating Titles of Works

Titles should be underlined/italicized or put in quotation marks.
The rule of thumb is that titles of short works should be in quotation marks: poems, short stories, song titles, articles, chapters in a book, etc.
The titles of long works should be italicized (if typing) or underlined (if writing): books, titles of albums, magazines, plays, etc.