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TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction

Shuo Li, Sangdon Park 0001, Insup Lee 0001, Osbert Bastani. TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction. In Kevin Duh, Helena Gómez-Adorno, Steven Bethard, editors, Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), NAACL 2024, Mexico City, Mexico, June 16-21, 2024. pages 3799-3821, Association for Computational Linguistics, 2024. [doi]

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