To further expand on sde's statement, you can combine the two easily to match any column without value or with an empty string, e.g.
Code:
SELECT * FROM sometable WHERE field IS NULL OR field = '';
Please note you can't use 'WHERE field = NULL' because any operation on NULL like that always returns NULL.
And yes you can use either the <> or != operators to signify the NOT.