Mobs In Unloaded Chunks

When playing on my realm the spawns of animals are pretty horrendous to the point where the animals we do capture in a small area are despawning. When walking into a chunk that has been loaded and unloaded before there are dozens of mobs. These mobs are hostile and passive. We believe this is causing the issue with the spawning but we aren't entirely sure.