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Browse filesDataset inspired by the FActScore paper. Uses Wikipedia biography articles as a benchmark to measure LLM output factuality.
@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 }
}