Yes, they can easily be honed out. Put some tape on the spine to protect it while removing the chips. Use a 1200 grit stone, and with a little pressure hone out the chips at the Point and the Heel to give the edge a bigger smile.

When the chips are gone, you can continue to set the bevel with a roiling "X" stroke and finish with your finishing stone.