Before revision:  The more recently introduced Transformer architecture has been shown to outperform recurrent neural networks on many natural language processing tasks but little is known about their ability to model human language processing.
After revision:  The more recently introduced Transformer architecture outperforms RNNs on many natural language processing tasks but little is known about their ability to model human language processing.