The problem is that without copyright all a big company has to do is steal the work of smaller unknown artists and profit from it big time. The smaller artist then has zero recourse to get any money because their avenue for profit is ruined. Copyright allows them to sue the person who stole their work and get the profits from that.
What do you define as a big corporation? And why exactly should we abolish them?