Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation

Yunjin Gu, Qianrui Zhou, Hua Xu

Unsupervised multimodal intent discovery aims to uncover latent intents from unlabeled multimodal dialogues, but remains challenging due to the lack of explicit semantic supervisio…