Why do William Shakespeare's sonnets have numbers instead of titles?

Because of the sheer volume of poetry, many based on the same themes, choosing distinct titles may have been difficult. Titles often "define" a work, as well, and perhaps he wanted to avoid this over simplification, allowing the text to stand alone instead of trying to funnel its meaning into a few simple Words.