How to reduce the distance between lines

What version of Word?

In Word 7, there is a "No Spacing" format option. In earlier versions of Word (and in Word 7), find the "Paragraph" formatting. There is a "spacing" section in there that you can set the spacing "Before" and "After" the line and also the line spacing.