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FActScore

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FActScore
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---
license: mit
task_categories:
- text-generation
language:
- en
---

![Last Scraped](https://img.shields.io/badge/Wikipedia%20scraped-2025--07--29-blue)

Inspired by the dataset from FActScore. 

With this dataset, LLMs are given the task of writing biographies which can be validated for factual accuracy against Wikipedia articles.

## References

### FActScore

This dataset is inspired by the work of the authors from the FActScore publication:

@inproceedings{ factscore,
    title={ {FActScore}: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation },
    author={ Min, Sewon and Krishna, Kalpesh and Lyu, Xinxi and Lewis, Mike and Yih, Wen-tau and Koh, Pang Wei and Iyyer, Mohit and Zettlemoyer, Luke and Hajishirzi, Hannaneh },
    year={ 2023 },
    booktitle = { EMNLP },
    url={ https://arxiv.org/abs/2305.14251 }
}

### Wikipedia

This dataset contains content from [Wikipedia](https://www.wikipedia.org/), which is licensed under [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/).  
© Wikipedia contributors. See [Wikipedia:Reusing Wikipedia content](https://en.wikipedia.org/wiki/Wikipedia:Reusing_Wikipedia_content) for more information.