Counterfactual reasoning enhances natural language processing (NLP) models by enabling them to rewrite stories based on counterfactual events. This capability allows AI systems to understand and generate narratives that consider alternative outcomes, leading to a more comprehensive understanding of causal relationships and a richer representation of language.