Siyang Wu

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Eval Frameworks & Benchmarks (1)Interpretability & Mechanistic Interp (1)

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Yibo Jiang (1)Bryon Aragam (1)

Papers (1)

Aug 10, 2026

Siyang Wu +22w ago

Is This Your Final Answer? Cross-Contextual Consistency as a Measure of LLM Credibility

Answers that maintain stability across different contexts are significantly more likely to be correct, revealing a new lens for assessing LLM reliability.

Siyang Wu, Yibo Jiang, Bryon Aragam

Eval Frameworks & Benchmarks Interpretability & Mechanistic Interp

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Siyang Wu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)