I got that advice as well – the explanation given to me was that it’s almost always used incorrectly, so just be safe and don’t. However, I like the way it makes writing more closely resemble natural speech; we usually talk in conjoined clauses rather than complete sentences.

I’ve been trying to get the semicolon to take off; haven’t had much luck though.