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With this dataset, LLMs are given the task of writing biographies which can be validated for factual accuracy against Wikipedia articles.
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title={ {FActScore}: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation },
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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 },
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year={ 2023 },
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booktitle = { EMNLP },
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url={ https://arxiv.org/abs/2305.14251 }
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With this dataset, LLMs are given the task of writing biographies which can be validated for factual accuracy against Wikipedia articles.
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## References
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### FActScore
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This dataset is inspired by the work of the authors from the FActScore publication:
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@inproceedings{ factscore,
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title={ {FActScore}: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation },
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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 },
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year={ 2023 },
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booktitle = { EMNLP },
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url={ https://arxiv.org/abs/2305.14251 }
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}
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### Wikipedia
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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/).
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© Wikipedia contributors. See [Wikipedia:Reusing Wikipedia content](https://en.wikipedia.org/wiki/Wikipedia:Reusing_Wikipedia_content) for more information.
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