Since version 35, chrome switched to Aura framework and does not follow GTK theme anymore. This leads to large font size in address bar, and bookmarks bar.

However, it grabs font size settings from org.gnome.desktop.interface “font-name” property. To fix this, run the following command:

You must restart chrome for this to work.