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How to Turn a Research Paper into a Conference Presentation

May 5, 2026 7 min read

Every academic knows the drill: you have a 20-page paper with figures, tables, and dense methodology sections, and you need to distill it into a 15-minute presentation for a conference or thesis defense. This guide shows how to do it in under 5 minutes using AI.

The Academic Presentation Challenge

Research papers follow a rigid structure (abstract, introduction, methodology, results, discussion, conclusion) that doesn't map directly to an effective presentation flow. A good conference talk requires a different narrative arc:

Paper Structure

  • Abstract
  • Introduction
  • Literature Review
  • Methodology
  • Results
  • Discussion
  • Conclusion

What AI Extracts

  • Key findings
  • Figures & charts
  • Statistical results
  • Methodology overview
  • Contributions

Slide Structure

  • Hook/Problem
  • Research question
  • Approach (brief)
  • Key results
  • Implications
  • Future work

How Dekked Handles Academic Papers

When you upload a research paper PDF to Dekked, the system performs several extraction steps that are specifically tuned for academic content:

  1. 1

    Figure extraction

    Detects figure boundaries, extracts at 2x resolution, and matches with captions for proper slide placement.

  2. 2

    Table parsing

    Identifies data tables and recreates them as native PowerPoint table objects — editable cells, proper formatting.

  3. 3

    Narrative reordering

    Automatically detects when results should come before methodology (the "inverted pyramid" style preferred for conference talks) and reorders accordingly.

  4. 4

    Statistical highlighting

    Key metrics (p-values, accuracy scores, effect sizes) are pulled out and presented as stat callout slides.

Best Practices for Academic Slides

  • Limit to 1 key point per slide — your audience can't absorb dense text while listening to you
  • Use your original figures — they're already peer-reviewed and approved
  • Include slide numbers and section headers for Q&A navigation
  • Keep methodology to 2-3 slides maximum, even for complex procedures
  • End with "implications and future work" rather than just "conclusion"

Have a paper to present?

Upload your PDF and get conference-ready slides in 90 seconds.

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