Toward Native Multimodal Modeling: A Roadmap 事件

Toward Native Multimodal Modeling: A Roadmap arXiv:2605.25343v1 Announce Type: new Abstract: Multimodal modeling represents a vital step from modality-agnostic reasoning toward world modeling. While early approaches predominantly rely on late-fusion that assembles encoders and frozen language backbones with output heads, recent efforts have shifted the paradigm toward native multimodal modeling (NMM) with the intrinsic integration of modalities for superior multimodal performance. Despite its p