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Virtualbox Linux: How to keep NumLock ON

My system is a Windows OS. However, every time I am using Linux on Virtualbox, as soon as I switch from Virtualbox to another windows program, my NumLock is off.

I could have NumLock on in Linux, but it turns off when switching back to any Windows program.
Is there a way to keep NumLock on regardless?