Country cutie Taylor Swift and "New Moon's" Taylor Lautner were spotted by cameras again in L.A. Thursday.

Swift, 19, sat shotgun in a dark grey Porsche while Lautner, 17, drove the two to film scenes for "Valentine's Day."

Taylor Swift and Taylor Lautner together again

Watch Swift blow a kiss to Lautner on "Saturday Night Live"

The teen stars play homecoming queen and king in the upcoming romantic comedy (in theaters Feb. 12, 2010), also starring Julia Roberts and Bradley Cooper.

See more photos of Swift from the past few years

Swift and Lautner haven't admitted to a relationship, but they have been on numerous public dates, including an L.A. Kings game in October.

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