| 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](https://huggingface.co/papers/2606.00593). | |
| - **Repository:** [https://github.com/KhanCold/spader](https://github.com/KhanCold/spader) | |
| - **Paper:** [arXiv:2606.00593](https://arxiv.org/abs/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: | |
| ```bash | |
| 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 | |
| ```bibtex | |
| @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}, | |
| } | |
| ``` |