A 'specificity crossover' threshold, defined from information theory, marks where natural-language prompts lose efficiency to formal specification, supporting hybrid human-AI interfaces.
Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects - A Survey
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Position: Natural Language Should Not Fully Replace Formal Languages
A 'specificity crossover' threshold, defined from information theory, marks where natural-language prompts lose efficiency to formal specification, supporting hybrid human-AI interfaces.