Papers by Muhammad Uzair Khattak
Promptception: How Sensitive Are Large Multimodal Models to Prompts? (2025.findings-emnlp)
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| Challenge: | despite the success of Large Multimodal Models, prompt design for MCQA remains poorly understood. |
| Approach: | They propose a framework for evaluating prompt sensitivity in LMMs . they propose 61 prompt types, each targeting specific aspects of prompt formulation . |
| Outcome: | The proposed framework evaluates 10 LMMs across 3 MCQA benchmarks. |