A structure includes a substrate, a low-k dielectric layer over the substrate, and a conductive barrier layer extending into the low-k dielectric layer. The conductive barrier layer includes a sidewall portion. A metal line in the low-k dielectric layer adjoins the conductive barrier layer. An organic buffer layer is between the sidewall portion of the conductive barrier layer and the low-k dielectric layer.