Nancy F. Chen

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)Reasoning & Chain-of-Thought (1)

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M. C. Leong (1)Ying Gu (1)Yingjian Gu (1)Hui Li Tan (1)

Papers (1)

Mar 12, 2026

M. C. Leong +74d ago

Explicit Logic Channel for Validation and Enhancement of MLLMs on Zero-Shot Tasks

Mimicking human reasoning with an "Explicit Logic Channel" can validate, select, and even improve black-box MLLMs on visual-language tasks, even without ground truth.

M. C. Leong, Ying Gu, Yingjian Gu +5

Eval Frameworks & Benchmarks Multimodal Models Reasoning & Chain-of-Thought

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Nancy F. Chen

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)