license: mit
task_categories:
- text-generation
language:
- en
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, which is licensed under CC BY-SA 4.0.
© Wikipedia contributors. See Wikipedia:Reusing Wikipedia content for more information.