Olivia Peiyu Wang

UC Santa Cruz

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Natural Language Processing (1)Reasoning & Chain-of-Thought (1)

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Sanna Wong-Toropainen (1)Daneshvar Amrollahi (1)Ryan Bai (1)Tashvi Bansal (1)

Papers (1)

Jun 15, 2026

UC Santa CruzJun 15, 2026·also Stanford HAI, Academy, Monta Vista High School, School +1

Know Your Limits : On the Faithfulness of LLMs as Solvers and Autoformalizers in Legal Reasoning

Despite high benchmark performance, LLMs often misrepresent logical reasoning, revealing a troubling gap between accuracy and faithfulness in legal contexts.

Olivia Peiyu Wang, Sanna Wong-Toropainen, Daneshvar Amrollahi +4

Natural Language Processing Reasoning & Chain-of-Thought

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Olivia Peiyu Wang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)