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Home/Authors/Qi Han Wong

Qi Han Wong

1 indexed paper

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26

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NLP×1AI×1Society×1

Research Timeline

2026
Implicit Geographic Inference in LLM Medical Triage: Language-Driven Disparities in Emergency Recommendations

The study demonstrates that LLMs exhibit significant, language-driven disparities in medical triage recommendations, recommending emergency care more frequently for English and Arabic prompts, even when the underlying symptoms and severity scores are identical.

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Papers

cs.CLcs.AIcs.CYRecentMay 31, 2026

Implicit Geographic Inference in LLM Medical Triage: Language-Driven Disparities in Emergency Recommendations

Qi Han Wong

The study demonstrates that LLMs exhibit significant, language-driven disparities in medical triage recommendations, recommending emergency care more frequently for English and Arabic prompts, even wh…

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