metadata
license: apache-2.0
task_categories:
- text-retrieval
QAMPARI Wikipedia 2021 Index
This repository contains the prebuilt Wikipedia 2021 index dataset used in the paper SPADER: Step-wise Peer Advantage with Diversity-Aware Exploration Rewards for Multi-Answer Question Answering.
- Repository: https://github.com/KhanCold/spader
- Paper: arXiv:2606.00593
Dataset Description
This dataset provides the Wikipedia 2021 index used by SPADER's local HTTP retrieval service to evaluate multi-answer question answering tasks on benchmarks like QAMPARI.
Dataset Usage
To download and extract the prebuilt Wikipedia index, you can run the following commands:
mkdir -p data
wget "https://huggingface.co/datasets/KhanCold/QAMPARI_wikipedia_2021/resolve/main/QAMPARI_wikipedia_2021.tar" \
-O data/QAMPARI_wikipedia_2021.tar
tar -xf data/QAMPARI_wikipedia_2021.tar -C data
Citation
@misc{shi2026spaderstepwisepeeradvantage,
title={SPADER: Step-wise Peer Advantage with Diversity-Aware Exploration Rewards for Multi-Answer Question Answering},
author={Qiming Shi and Zhaolu Kang and Yunfan Zhou and Di Weng and Yingcai Wu},
year={2026},
eprint={2606.00593},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2606.00593},
}