CReSt / README.md
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metadata
configs:
  - config_name: default
    data_files:
      - split: refusal
        path: data/refusal-*
      - split: non_refusal
        path: data/non_refusal-*
dataset_info:
  features:
    - name: documents
      dtype: string
    - name: query
      dtype: string
    - name: answer
      dtype: string
    - name: citation_ids
      dtype: string
    - name: meta
      dtype: string
  splits:
    - name: refusal
      num_bytes: 51514308
      num_examples: 1013
    - name: non_refusal
      num_bytes: 67253425
      num_examples: 1232
  download_size: 47461178
  dataset_size: 118767733

Dataset for CReSt

This repository contains the dataset used in the paper "CReSt: A Comprehensive Benchmark for Retrieval-Augmented Generation with Complex Reasoning over Structured Documents".

πŸ“‚ Dataset Overview

This dataset consists of the following two subsets:

  • refusal: The subset that contains only refusal cases
  • non_refusal: The subset that contains only non-refusal cases

πŸš€ How to Use

You can access detailed usage instructions in the CReSt GitHub repository.

Simply clone the repository and follow the steps provided in the README there:

git clone https://github.com/UpstageAI/CReSt

πŸ“œ License

This dataset is distributed under the CC-by-NC 4.0.

πŸ“ Citation

If you use this dataset in your research, please cite:

@inproceedings{khang2025crest,
  title={CReSt: A Comprehensive Benchmark for Retrieval-Augmented Generation with Complex Reasoning over Structured Documents},
  author={Khang, Minsoo and Park, Sangjun and Hong, Teakgyu and Jung, Dawoon},
  booktitle={TBD},
  pages={TBD},
  year={2025}
}