Text not showing up when I save a figure as EPS

Hello,

When I save the figure as EPS, no text shows up.
The problem occurs with the example "embedding_in_wx2.py" and when I use MSWord to show the eps file.

Is it a problem with MSWord ??

Thanks by advance.
Cédrick