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Haojing Chen

1 accepted papers

2025

MiCEval: Unveiling Multimodal Chain of Thought’s Quality via Image Description and Reasoning Steps

NAACL 2025long

**Multimodal Chain of Thought (MCoT)** is a popular prompting strategy for improving the performance of multimodal large language models (MLLMs) across a range of complex reasoning tasks. Despite its popularity, there is a notable absence of automated methods for evaluating the quality of reasoning…