RMB on the BOM. Pick properties, then click Contents, at the bottom of the dialog you will see “Display labels at top”. Uncheck it.
To get a better understanding of the BOM options, please read “Bill of Materials – Configuration” in the online help manual, looking under Contents
Bradley