Abuse?

My boyfriend gets mad at the smallest things, when I'm not trying to insult him or hurt him. Then once I realize I've hurt him, I always say sorry. He either won't believe me or he won't accept my apology until I'm bawling and begging for forgiveness. 
How do I talk to him about this? He gets mad and says I'm overreacting if I say anything about it...