The reason broccoli tastes bitter is because it contains glucosinolate compounds that are released when the vegetable is cut or chewed. You can reduce the bitterness by cooking the broccoli properly. This helps break down the compounds that cause the bitter taste. You can also add other ingredients to mask the bitterness, such as lemon juice or cheese.