It will go through at some point even without fee. You just have to wait.
If you're in a hurry you can perform a doublespend on it by signing another transaction for the same coins so the network will reject both transactions, drops both from the mempool and the coins are back to your wallet.
For better instructions on this use google how to doublespend.
No need to bother a miner, really.