Leveraging Prompts and Inference for Structured Prediction: Improving Consistency and Performance

Prompt-based methods can be extended to structured prediction tasks by combining them with inference algorithms to ensure structurally consistent outputs, leading to improved performance over unconstrained prompt-based models.