We propose the concept of valley coherence and superradiance in the reciprocal space and show that it leads to an N -fold decrease of the bright exciton radiative lifetime in quantum dots (QDs) of an N -valley semiconductor. Next we explain why, despite this, the exciton radiative lifetimes in PbX (X = S, Se, Te) QDs, measured from the photoluminescence decay, are in the microsecond range. We also address peculiarities of the light-matter interaction in nanostructures made of narrow-gap materials with strong inter-band coupling.