Conference committees are temporary, ad hoc panels formed by the House of Representatives and the Senate to reconcile differences in legislation that has passed both chambers. They play a crucial role in the legislative process by ensuring that a single version of a bill is agreed upon before it is sent to the president for approval. This collaborative effort helps facilitate communication between the two houses and aims to produce a coherent and unified piece of legislation.