There is currently no dual wielding in the game.

The last public information about this that I recall seeing was before release, when it was said it could be added eventually, but wouldn't be before release.

There is a large update expected on Monday (was ready Friday; Steam just needs to do something). The only new features that have been mention are improvements to the dual dialogue system in co-op and 2 new companions.