Desmond Elliott

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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Danae S'anchez Villegas (1)Samuel Lewis-Lim (1)Nikolaos Aletras (1)

Papers (1)

Apr 16, 2026

Danae S'anchez Villegas +3Apr 16, 2026

Reasoning Dynamics and the Limits of Monitoring Modality Reliance in Vision-Language Models

VLMs are more easily swayed by misleading text than you think, and their impressive reasoning chains can mask, rather than reveal, this over-reliance on language.

Danae S'anchez Villegas, Samuel Lewis-Lim, Nikolaos Aletras +1

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

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Desmond Elliott

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)