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We report a study on the non-pertribative structure of the polarized nucleon sea using the meson cloud model. It is found that the SU(2) flavour symmetry and strange-antistrange symmetry in the polarized nucleon sea are broken. Our calculations are in agreement with the recent results from HERMES Collaboration.