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A rep for the Thor star confirms to E! News that the couple is expecting twins.
HOLA! magazine first reported the happy news, revealing that the 37-year-old Spanish actress is in her third trimester and the babies are due in the spring.
The handsome pair was most recently spotted at the 71st Annual Golden Globes as they posed for photographers on the red carpet.
The smiling blond beauty dressed her growing bump in a black floor-length Paule Ka frock, while the Aussie actor sported a Dolce & Gabbana tux for the star-studded awards show. The 30-year-old star also sweetly cradled his wife's belly.