Xiwei Dai
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126
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2026
MIRA: A Bilingual Benchmark for Medical Information Response Audit
The paper introduces MIRA, a bilingual benchmark that reveals that LLMs tend to dilute or omit critical medical information when responding to prompts from users with low health literacy, a pattern termed Differential Information Dilution (DID).
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cs.AIcs.CLcs.CYRecentMay 27, 2026
MIRA: A Bilingual Benchmark for Medical Information Response Audit
Mengyu Xu, Qiaoxin Yang, Qianqian Wang, Xiwei Dai +2 more
The paper introduces MIRA, a bilingual benchmark that reveals that LLMs tend to dilute or omit critical medical information when responding to prompts from users with low health literacy, a pattern te…
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