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Aug 2026
MOBI: Monolithic Graph-Language Modeling Beyond Modality Interference
Graph-Language Models (GLMs) aim to endow LLMs with structure-grounded reasoning ability, yet existing solutions often struggle with modality interference : structural information can disrupt pretrained linguistic reasoning, while language cues can overwhelm structural signals. Mainstream modular GLMs with an external...
Zhiyao Zhou, Yugang Ji, Zi-Wen Xu et al.
· Proceedings of the 32nd ACM... · 0 citations