Comment by londogard

Yes, what I'm saying is that gzip does not perform as well when it's not overlapping tokens exact.

Gzip does not support a "semantic" mode, hence it won't and does not (according to the papers metric) perform as well.

Deep learning can capture these semantic similarities.