Example-1

Objective: Complete the given text with coherent and relevant information.

Input:

• Prompt: "Complete the following text:"
• Context: "The text discusses the benefits of regular exercise and its impact on overall health and well-being."

Output:

• Generated Text: "Regular exercise is crucial for maintaining good health and well-being. It helps improve cardiovascular health, strengthen muscles, and boost immune function. Additionally, exercise has been shown to reduce the risk of chronic diseases such as heart disease, diabetes, and obesity. Furthermore, physical activity releases endorphins, which can enhance mood and reduce stress levels. Overall, incorporating regular exercise into your routine is essential for leading a healthy and fulfilling life."

Evaluation Metrics:

• Coherence: The completed text logically follows from the context provided.
• Relevance: The completed text is relevant to the topic of exercise and its benefits.
• Grammaticality: The completed text is grammatically correct and free of errors.

Feedback Loop: Incorporate user feedback to refine the completion process or adjust model parameters for better coherence and relevance. For example, if users provide feedback that the completed text lacks specificity or fails to address certain aspects of exercise benefits, adjustments can be made to the input prompts or model parameters to address these concerns in subsequent completions.