Quan Shi

Undergrad student, Princeton University

1 paper at NeurIPS 2025

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Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration

#1517 · Quan Shi, Carlos E Jimenez, Shunyu Yao, Nick Haber, Diyi Yang, Karthik R Narasimhan

We conduct a user study to evaluate how well language models help humans internalize their reasoning, revealing that strong model performance alone doesn't guarantee effective reasoning transfer.