I know I will be getting a refund this year and would like no more withholding

Can I simply update my w4 to show Exempt so that they wont take anymore federal taxes for the rest of the year.  The 2020 W4 is confusing for me and I'm not sure how to reduce the amount but I figure exempt would do the trick.  Just not sure If I'm supposed to do that.