Zayne Sprague

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Reasoning & Chain-of-Thought (1)

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Omatharv Bharat Vaidya (1)C. T. Jerzak (1)Connor Thomas Jerzak (1)Zayne Rea Sprague (1)

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Aug 4, 2026

Omatharv Bharat Vaidya +73w ago·also NYU, UT Austin

When Many Answers Are Valid, Voting Fails: Symbolic Verification for Best-of-K Causal Reasoning in LLMs

CALVER reveals that traditional voting mechanisms in LLMs can be misleading, achieving over 42% accuracy in identifying valid causal answers where others fail.

Omatharv Bharat Vaidya, C. T. Jerzak, Connor Thomas Jerzak +5

Reasoning & Chain-of-Thought

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Zayne Sprague

Publication activitypapers/week, last 8 weeks

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