FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation

Min, Sewon; Krishna, Kalpesh; Lyu, Xinxi; Lewis, Mike; Yih, Wen-tau; Koh, Pang Wei; Iyyer, Mohit; Zettlemoyer, Luke; Hajishirzi, Hannaneh

doi:10.18653/v1/2023.emnlp-main.741

articleJan 1, 2023GOLD OA

FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation

SMSewon Min KKKalpesh Krishna XLXinxi Lyu MLMike Lewis WYWen-tau Yih

University of Washington · University of Massachusetts Amherst · +2 more institutions

Indexed incrossref

Abstract

Sewon Min, Kalpesh Krishna, Xinxi Lyu, Mike Lewis, Wen-tau Yih, Pang Koh, Mohit Iyyer, Luke Zettlemoyer, Hannaneh Hajishirzi. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. 2023.

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229

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FWCI: 37.94
Percentile: 100%
References: 46

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Topics

Keywords

Computer science

UN Sustainable Development Goals

Quality Education

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