In conclusion, we illustrated that NR2F2‐AS1 modulated the miR‐32‐5p/SEMA3A axis to attenuate EMT, migration, and invasion of OSCC cells, inhibit angiogenesis of HUVECs, and impede tumor growth and metastasis in mice. The gene discussed is NR2F2; the disease is neoplasm.