Papers by Yunqi Hong
QG-CoC: Question-Guided Chain-of-Captions for Large Multimodal Models (2025.emnlp-main)
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| Challenge: | Existing prompting methods for multimodal large language models lack fine-grained perception across disparate images . existing methods fail to integrate perception and reasoning, causing problems with general multi-image reasoning tasks. |
| Approach: | They propose a generalized prompting method that integrates perception and reasoning . they evaluate the method on open-source and closed-source MLLMs . |
| Outcome: | The proposed method shows competitive performance across tasks and improves in challenging scenarios. |