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They're back at it!

For the first time since they landed in Australia on July 8, Taylor Swift and Tom Hiddleston have emerged from their hotel -- together.

The new couple (now collectively known as Swiddleston or Hiddleswift) enjoyed a romantic dinner date at Gemelli Italian restaurant in Sydney the evening of July 10.

According to Daily Mail Australia, the pair spent a few loved-up hours inside the eatery.

When they left, Tom and Taylor were photographed holding hands and smiling as photographers snapped away, capturing the sweet aftermath of the date as Tay and Tom walked to a waiting SUV while flanked by earpiece-wearing bodyguards.

Taylor looked rested and happy in a delicate floral dress and nude lace-up heels while Tom donned a tight navy blue sweater, black pants and his favorite $425 gray suede boots from Italian brand Aquatalia.

It's not the first time the pair have enjoyed Italian food together: Tom -- who, by the way, speaks Italian (as well as several other languages including French, Spanish, a little Greek and more) -- was photographed kissing Taylor's hand when they enjoyed a meal in Rome in late June following a tour of the Colosseum.

While Taylor had been keeping a low profile inside their hotel, Tom was spotted out earlier in workout gear.

He'll reprise his role as Loki in "Thor: Ragnarok," which shoots on Australia's Gold Coast in the coming days.

The Sydney dinner date marks just the latest stop on Taylor and Tom's international love tour.

The pair -- who went public with their romance in mid-June after Taylor's split from Calvin Harris was made public days earlier -- traveled from Rhode Island to Nashville to England to Italy and back to Rhode Island (for Taylor's epic Fourth of July party weekend) before heading Down Under.