Relationships and arguing

I love my boyfriend so so much and I know he loves me too. We've been together for 18 months and recently we've been arguing a lot more. Sometimes it's just bickering but other times it's more. I don't want to leave him because I love him but at the same time I'm sick of all the bickering. Anyone know how to respark our relationship and stop arguing?