Datasetpublic

GitBag/Reviewer2_PGE_cleaned

Cleaned Review Dataset for Reviewer2 This is a cleaned version of our dataset and can be directly used for fine-tuning. The raw data files including metadata for each paper is in this directory. venue: venue of the paper; paper_content: content of the paper divided into sections prompt: prompt generated for the review based on our PGE pipeline format: the format of the review review: human-written review for the paper Dataset Sources We incorporate parts of the… See the full description on the dataset page: https://huggingface.co/datasets/GitBag/Reviewer2_PGE_cleaned.

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face

2likes230downloads

Dataset Card

Cleaned Review Dataset for Reviewer2

This is a cleaned version of our dataset and can be directly used for fine-tuning. The raw data files including metadata for each paper is in this directory.

—venue: venue of the paper;
—paper_content: content of the paper divided into sections
—prompt: prompt generated for the review based on our PGE pipeline
—format: the format of the review
—review: human-written review for the paper

Dataset Sources

We incorporate parts of the PeerRead and NLPeer datasets along with an update-to-date crawl from ICLR and NeurIPS on OpenReview and NeurIPS Proceedings.

Citation

If you find this dataset useful in your research, please cite the following paper:

@misc{gao2024reviewer2,
      title={Reviewer2: Optimizing Review Generation Through Prompt Generation}, 
      author={Zhaolin Gao and Kianté Brantley and Thorsten Joachims},
      year={2024},
      eprint={2402.10886},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}