Strong Helps Weak: Directional Cross-Modal Alignment Transfer in Multi-modal LLMs.

arXiv:2610.04580v1 Announce Type: new Abstract: Multi-modal large language models (MLLMs) achieve strong modality understanding by pairing a large language model (LLM) with an encoder for a target modality such as vision, video, or audio. However, improving an