Collaboration diagrams, also known as communication diagrams, are a type of UML diagram that illustrates how objects interact in a system through message exchanges, highlighting the structural organization of the objects. They emphasize the relationships and interactions among objects, making them particularly useful for understanding complex object behavior and collaboration in software design.