Factuality Math
![[2402.10978] Language Models with Conformal Factuality Guarantees](https://ar5iv.labs.arxiv.org/html/2402.10978/assets/MATH_ranking_a=1_fig.png "Factuality Math")
![[2402.10978] Language Models with Conformal Factuality Guarantees](https://ar5iv.labs.arxiv.org/html/2402.10978/assets/nq_raw_a=0.9_fig.png "Factuality Math")
![[2402.10978] Language Models with Conformal Factuality Guarantees](https://ar5iv.labs.arxiv.org/html/2402.10978/assets/factscore_raw_a=0.7_fig.png "Factuality Math")
![[2402.10978] Language Models with Conformal Factuality Guarantees](https://ar5iv.labs.arxiv.org/html/2402.10978/assets/nq_ranking_a=1_fig.png "Factuality Math")
![[2402.10978] Language Models with Conformal Factuality Guarantees](https://ar5iv.labs.arxiv.org/html/2402.10978/assets/calib_plot.png "Factuality Math")
![[논문 리뷰] FactReasoner: A Probabilistic Approach to Long-Form Factuality ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/factreasoner-a-probabilistic-approach-to-long-form-factuality-assessment-for-large-language-models-2.png "Factuality Math")
![[2505.17126] Conformal Language Model Reasoning with Coherent Factuality](https://ar5iv.labs.arxiv.org/html/2505.17126/assets/fig-8b-ind_validation.png "Factuality Math")
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