The present study suggests that NR2F2‐AS1 regulates the miR‐32‐5p/SEMA3A axis to inhibit EMT, migration, and invasion of OSCC cells and the angiogenesis of HUVECs, and to suppress tumor growth and metastasis in mice, thereby alleviating OSCC development. Here, SEMA3A is linked to neoplasm.