Taylor Swift + Taylor Lautner = Love? Well, at least it does on the set of Gary Marshall's new movie Valentine's Day. Both stars were spotted filming in Los Angeles yesterday, chatting and laughing between takes, and dressed in track and field gear for their scenes together.

Valentine's Day is a romantic film all about couples dealing with V-Day drama -- from the looks of their on set chemistry, Taylor and Taylor are pairing up as more than friends for the movie! Also starring in the flick are Jessica Biel, Emma Roberts, Bradley Cooper, and Carter Jenkins (who you can also catch opposite Ashley Tisdale in Aliens in the Attic)! Valentine's Day is scheduled for a February 12, 2010 release right in time for the holiday.

What do you think of this Taylor-Taylor duo? Will you be going to see this movie? Who would make up your dream celebrity couple? Dish below!

Photos: Johnny Lawrence/Stratraksphoto.com