XLR is balanced, meaning you can transport a voltage accurately over a longer distance.

There is a mirror voltage on a second line that is mirrored and summed with the first again at the receiving end.

All noise picked up underway will affect both lines fairly equally, so the reversed line has the same noise as the normal line.

The noise will be inverted and summed with the regular noise, theoretically nullifying it completely.