Drake
Drake and Rihanna Tumblr

Rihanna may have eyes for Drake again, after tweeting about her new favorite song, "Hold On, We're Going Home,” which was recently released by the rapper. Rihanna dated Drake briefly in 2010 and 2011 during a break from her on-again off-again boyfriend Chris Brown.

Since then, the 26-year-old rapper and Brown, 24, have had an ongoing feud. The feud escalated in June 2012, when the two got into a brawl in a New York City nightclub. Four bottles were thrown from Drake's table, one aimed straight at Brown. Brown's then-girlfriend, Karrueche Tran, suffered a concussion, and Brown tweeted a picture of a cut on his chin following the altercation, reports said.

On Twitter, Rihanna tweeted her favorite lyrics to his new song, writing, "I got my eyes on you. Cuz you're a good girl and you know it [sic]!" Afterward, a fan wrote more of the song lyrics, to which the Barbadian stunner replied, "My new fave record, period."

Drake spoke in April about Brown and Rihanna, telling radio host Elliot Wilson: "At one point in life, the woman that he [Brown] loves fell into my lap. I did what a real [expletive] would do and treated her with respect. She's not up there talking down on me.”

If Rihanna does rekindle her romance with Drake, it certainly wouldn't be the first time she has gone back to an ex-flame. In the meantime, Rihanna has been vacationing in her hometown of Barbados, relaxing on the beach with family and friends and taking pictures with locals after celebrating Carnival last week.

Brown hasn't been having as much time to relax it seems -- he suffered a seizure on Friday morning while in a Hollywood recording studio.

His rep told Us Weekly that it was a nonepileptic seizure that resulted from stress. "His doctor tended to him this afternoon and attributes the NES to intense fatigue and extreme emotional stress, both due to the continued onslaught of unfounded legal matters and the nonstop negativity."

He appears to be doing better now and appeared in good spirits while playing a charity basketball game on Sunday in Los Angeles.