I'm confused about the use of the article "THE" after the prepositions "BEFORE" and "AFTER".

I've seen lots of sentences with and without the article, such as "I'd like a coofee after dinner" and "They suffered a lot after the war". 

How do I know when should or should not use the article THE?

Thanks in advance.