A link_to will always put the arguments into the query string as it is creating a get-style html link - even if you put :method => :post
that just appends an extra ("special") argument "_method".
What I think you really want is a button_to
link - which will make it into a sort of form-post. It works the same but says "button_to" instead.
The downside is that it will look like a button. But you can give it a css class (eg "unbutton") then change the styling on that css class to make it not look like a button.
Alternatively - if what you really want is actually to have no parameters passed at all... then just don't include them when making your link (eg link_to "My link" path
- there's no need for :post if you don't want to post any params).
Finally - if what you want is for the params to become a part of the URL (eg stuff/[param_1]/more_stuff/[param_2]
etc) then you need to update your routes to include the parameters as options. Have a look at the routing section of the rdoc (link below) for how to do that:
http://api.rubyonrails.org/classes/ActionController/Routing.html