They are not usually eaten raw, although you could slice the bulb very thinly and add it to salads. Cooking them in the oven mellows their onion flavor, caramelizes them, and brings out a wonderful sweetness. Roasted leeks taste very different than raw ones - just like baked onions are very different than raw onions.