There was a problem when changing the selection of multiple choice control - the view model was not being updated. I've found a help with this StackOverflow question: Knockout JS and Chosen multiselect not working.
I was struggling with the solution for a while but finally I've found the source of my problem. When binding view model to single-choice select, you should use while for multiple-choice you should use binding.
Here is the complete example.