Both "Betty Davis" (1973) and "They Say I'm Different" (1974) were reissued by Light in the Attic Records in 2007. In 2009, Light in the Attic Records reissued "Nasty Gal" and her unreleased fourth studio album recorded in 1976, re-titled as "Is It Love or Desire?". Both reissues contained extensive liner notes and shed some light on the mystery of why her fourth album, considered possibly to be her best work by many members of her last band (Herbie Hancock, Chuck Rainey, Alphonse Mouzon), was shelved by the record label and remained unreleased for 33 years.