String fusion is introduced into the Monte Carlo dual parton model for hadron-nucleus and nucleus-nucleus collisions. We find that already the fusion of a small fraction of quark-antiquark chains at present energies leads to a strong increase of antihyperon and antiproton yields at energies reached at the CERN SPS.