Extrinsic NLG Performance Measure
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An Extrinsic NLG Performance Measure is an NLG measure that is an extrinsic measure (it evaluates the generated text based on its effectiveness in a specific real-world task or application).
- Context:
- It can be critical in domains like Marketing, Healthcare Communication, and Customer Service where the effectiveness of communication is paramount.
- It can vary widely depending on the specific application and the goals of the text generation task.
- It can range from being an Extrinsic NLG Content Measure to being a Extrinsic NLP Ease-of-Use Measure.
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- Example(s):
- A User Engagement-based NLG Measure.
- a Task Completion-based NLG Measure.
- An NLG Content User Satisfaction Survey, evaluating how satisfied users are with the Generated Text in a Customer Support Chatbot.
- An NLG Content Conversion Rate Analysis, measuring the effectiveness of Generated Text in marketing emails in driving sales or actions.
- An NLG Content Clinical Outcome Measure, assessing the impact of patient information leaflets generated by an NLG System on patient understanding and treatment adherence.
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- Counter-Example(s):
- An Intrinsic NLG Performance Measure which focuses on the internal qualities of the generated text (such as grammatical correctness or text coherence).
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- See: User Engagement Metric, NLG System.