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HalluQA 中文大模型幻觉评估数据集

该存储库包含 HalluQA(中文幻觉问答)基准的数据和评估脚本。 HalluQA 的完整数据位于 HalluQA.json 中。介绍 HalluQA 的论文以及多个中文大语言模型的详细实验结果在这里。 HalluQA 包含 450 个精心设计的对抗性问题,跨越多个领域,并考虑到中国历史文化、习俗和社会现象。
Citation
@article{DBLP:journals/corr/abs-2310-03368,
author = {Qinyuan Cheng and
Tianxiang Sun and
Wenwei Zhang and
Siyin Wang and
Xiangyang Liu and
Mozhi Zhang and
Junliang He and
Mianqiu Huang and
Zhangyue Yin and
Kai Chen and
Xipeng Qiu},
title = {Evaluating Hallucinations in Chinese Large Language Models},
journal = {CoRR},
volume = {abs/2310.03368},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03368},
doi = {10.48550/arXiv.2310.03368},
eprinttype = {arXiv},
eprint = {2310.03368},
timestamp = {Thu, 19 Oct 2023 13:12:52 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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