January 15, 2014 10:00 AM

Jason Kempin/Getty

It’ll be babies two and three for Chris Hemsworth and Elsa Pataky!

The actors are expecting twins this spring, his rep confirms to PEOPLE.

“It’s incredibly exciting,” Hemsworth, 30, told reporters Thursday as he announced the 86th annual Academy Award nominations.

The couple, who are already parents to daughter India Rose, 19 months, stepped out Sunday for the Golden Globes, showing off the baby belly for the first time.

Hemsworth and Pataky, 37, announced the pregnancy in November, and make family time a priority.

“You have to make an effort and try to stay together as much as you can,” Pataky told PEOPLE in May.

“If we start splitting and doing other things it’s not going to last. We try and keep it as normal as much as we can — like a typical family.”

— Sarah Michaud with reporting by Jennifer Garcia

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