ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty

Qing ZONG, Zhaowei WANG, Xiyu REN, Tianshi ZHENG, Yangqiu SONG

Research output: Contribution to conference › Conference Paper › peer-review

Original language	English
Publication status	Published - Jul 2025
Event	The 63rd Annual Meeting of the Association for Computational Linguistics - Duration: 1 Jul 2025 → 1 Jul 2025

Conference	The 63rd Annual Meeting of the Association for Computational Linguistics
Period	1/07/25 → 1/07/25

Cite this

@conference{06548b0a79f0453abac4e5bd17471cf3,

title = "ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty",

author = "Qing ZONG and Zhaowei WANG and Xiyu REN and Tianshi ZHENG and Yangqiu SONG",

year = "2025",

month = jul,

language = "English",

note = "The 63rd Annual Meeting of the Association for Computational Linguistics ; Conference date: 01-07-2025 Through 01-07-2025",

}

TY - CONF

T1 - ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty

AU - ZONG, Qing

AU - WANG, Zhaowei

AU - REN, Xiyu

AU - ZHENG, Tianshi

AU - SONG, Yangqiu

PY - 2025/7

Y1 - 2025/7

M3 - Conference Paper

T2 - The 63rd Annual Meeting of the Association for Computational Linguistics

Y2 - 1 July 2025 through 1 July 2025

ER -