| --- |
| license: mit |
| task_categories: |
| - text-generation |
| language: |
| - en |
| --- |
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|  |
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| Inspired by the dataset from FActScore. |
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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, |
| 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 |
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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/). |
| © Wikipedia contributors. See [Wikipedia:Reusing Wikipedia content](https://en.wikipedia.org/wiki/Wikipedia:Reusing_Wikipedia_content) for more information. |
