When i started a new world on 1.15.2 i came over some caves that generated like large flat rooms or boxes. It felt immersion breaking. Could it be any mod that interfere with the generation?

If you could add a picture of what the caves you are encountering looks like, it would help us in make a better qualified guess on this.