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How to solve the problem of the high threshold for reading academic papers that makes it difficult for the average user to understand them?

2025-08-27 1.2 K

Reduced comprehension through character dialog

Academic papers often contain jargon and complex logic, which can be significantly reduced through Paper to Podcast's three-character dialog design:

  • Facilitator-led structure: Clearly contextualize the topic with an introductory statement, delineate chapter transitions, and help the audience establish a cognitive framework
  • Learners simulate questions: Setting up basic questions (e.g., "What does this formula mean?") Restore the reader's point of confusion, leading naturally to an explanation
  • In-depth analysis by experts: Translate jargon into life analogies (e.g., "neural networks are like courier sorting systems"), with specific case studies

operation suggestion: Try listening to the samples in . /sample_podcases and note how the three work together to explain concepts such as "machine learning loss function". If you need to adjust the level of difficulty, you can change the depth of questioning for learners in Discussion Chain.

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