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How can POML be used to create adaptive learning prompts in education? Please describe the implementation with specific tags

2025-08-27 42

Building an adaptive learning system using POML can be achieved by combining the following tags:

  • Dynamic difficulty adjustment::
    10
    <if condition="student_age
    Use metaphors and cartoon images to explain concepts
  • multimodal teaching::
    <img src="”science_demo.gif”" alt="”实验动画”" data-no-translation="">
    <table src="”comparison.csv”"> Incorporating visual aids
  • ::

    Q: Why is the sky blue?
    A: {{child_friendly_answer}}

Full realization case:

<poml>
<role>你是一位{{if student_age>15 then "物理学教授" else "科学启蒙老师"}}</role>
<task>用{{student_age}}-岁能理解的方式解释瑞利散射</task>
<stylesheet>
output-format {
 verbosity: {{if student_age>15 then "high" else "low"}};
}
</stylesheet>
</poml>

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