Shao-Bo Liu

Multimodal Decoupling Chain of Thought for Affective Understanding

The Chain-of-Thought (CoT) technique has significantly improved the affective reasoning capabilities of large language models (LLMs). However, existing multimodal CoT typically aggregate information from different modalities into mixed inputs, which allows the model to perform entangled reasoning. This paradigm often e...