You can but it will probably get denied. My husband and I tried twice and got denied both times. I contacted my local Member of Parliament to look into it and they told me it is extremely rare that they get approved as the government believes your spouse won't go back because they now have a really good reason to want to stay in Canada. It's ridiculous.