Production without rules: Using an instance memory model to exploit structure in natural language

•Instance models provide an alternative to abstractionist accounts across cognition.•Classic instance memory model is combined with distributional semantic encoding scheme.•Can produce grammatically correct utterances with no grammatical knowledge built into the model.•The model can account for various empirical results from the structural priming literature.•Demonstrates the power and systematicity of structure in the natural language environment.