Yes, but rubbing alcohol can also remove ink from fabric if it's left on too long. In general, the more concentrated a substance is making it stronger and more potent- that means that rubbing alcohol will strip away glue with less time than soap would need. However, the downside to this is that at a certain point of especially high concentrations of alcohol, it can start breaking down color pigments in fabric leading to fading over time.