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Home/Authors/Jialei Sheng

Jialei Sheng

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

NLP×1AI×1

Frequent co-authors

David Fraile Navarro1×
Berardino Como1×
Soundariya Ananthan1×
Shlomo Berkovsky1×

Research Timeline

2026
Internal Representation, Not Clinical Knowledge: Where Apparent LLM Triage Failures Originate

The paper investigates apparent LLM triage failures and concludes that the errors originate in the output format and decision process, rather than a deficiency in the model's underlying clinical knowledge representation.

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Papers

cs.CLcs.AIRecentMay 28, 2026

Internal Representation, Not Clinical Knowledge: Where Apparent LLM Triage Failures Originate

David Fraile Navarro, Berardino Como, Jialei Sheng, Soundariya Ananthan +1 more

The paper investigates apparent LLM triage failures and concludes that the errors originate in the output format and decision process, rather than a deficiency in the model's underlying clinical knowl…

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