Excitons are quasiparticles formed when an electron is excited to a higher energy level, leaving behind a positively charged hole, and the two are bound together by electrostatic attraction. They play a crucial role in the optical and electronic properties of semiconductors and insulators, influencing phenomena such as light absorption and energy transfer.