SlideTailor-PSP-dataset

Paper | Code

This is the official dataset for the AAAI 2026 paper: SlideTailor: Personalized Presentation Slide Generation for Scientific Papers.

This dataset supports research on conditional document-to-slide generation (Paper-to-Slides with Preference). It contains:

• Target research papers (PDF) to be summarized into slides
• Slide templates (PPTX)
• Curated paper–slide pairs for preference extraction
• Configurations for evaluation sets (how to pair inputs/templates/samples)

Directory structure

• configs/: JSON configuration files
• target_papers/: target papers (PDFs) and a CSV mapping for metadata
• slide_templates/: editable slide deck templates (PPTX), e.g., 1.pptx … 10.pptx
• slide_paper_pairs/: exemplar pairs used for conditioning
  • paper/: paper PDFs
  • ppt/: corresponding slide decks

Configuration format

Each configuration file is a JSON array for one generation settings. Example (configs/example_config.json):

[
  {
    "target": "1.pdf",
    "template": "1.pptx",
    "sample": {
      "paper": "1.pdf",
      "ppt": "1.pdf"
    }
  }
]

Citation

@inproceedings{slidetailor,
  title={SlideTailor: Personalized Presentation Slide Generation for Scientific Papers},
  author={Zeng, Wenzheng and Ouyang, Mingyu and Cui, Langyuan and Ng, Hwee Tou},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  year={2026}
}