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@@ -262,13 +262,14 @@ def pdf_generator():
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  If you use this dataset in your research, please cite:
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  ```bibtex
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- @dataset{openreview_pdfs_2025,
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- title={OpenReview PDFs Dataset},
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- author={sumuks},
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- year={2025},
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- publisher={Hugging Face},
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- url={https://huggingface.co/datasets/sumuks/openreview-pdfs},
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- note={Comprehensive collection of 7,814 academic papers from OpenReview}
 
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  }
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  ```
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  If you use this dataset in your research, please cite:
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  ```bibtex
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+ @misc{sanyal2025sparkscientificallycreativeidea,
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+ title={Spark: A System for Scientifically Creative Idea Generation},
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+ author={Aishik Sanyal and Samuel Schapiro and Sumuk Shashidhar and Royce Moon and Lav R. Varshney and Dilek Hakkani-Tur},
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+ year={2025},
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+ eprint={2504.20090},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.AI},
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+ url={https://arxiv.org/abs/2504.20090},
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  }
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  ```
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