The Cost of Language: Centroid Erasure Exposes and Exploits Modal Competition in Multimodal Language Models
arXiv:2604.14363v1 Announce Type: cross
Abstract: Multimodal language models systematically underperform on visual perception tasks, yet the structure underlying this failure remains poorly understood. We propose centroid replacement, collapsing each …