Hi Chouby,
Apologies for not responding earlier. I followed your your instructions and it turned out that I did not set up a second language menu. After having done that it all started working fine. Both with standard WordPress and ElegantThemes themes.
Many thank for your help. I am very pleased that I came accross your plugin.