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"
    }
  }
]

License

The annotations of the dataset are released under the CC BY 4.0 License. The original data (papers and slides) are from publicly available sources, and their rights belong to the respective owners.

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}
}