Before revision:  We studied whether a recurrent neural network with Long Short-Term Memory units can mimic a central aspect of human sentence processing, namely the handling of long-distance agreement dependencies.
After revision:  We studied whether a recurrent neural network with Long Short-Term Memory units can mimic a central aspect of human sentence processing, namely the handling of long-distance agreement (e.g., capturing the correct number agreement between subject and verb when they are separated by other phrases).