Before revision:  On the recently introduced AmbigQA open-domain question answering dataset, our model, named Refuel, achieves a new state-of-the-art , outperforming the previous best model by a large margin.
After revision:  Our model, named Refuel, achieves a new state-of-the-art , outperforming the previous best model by a large margin.