2 papers
cs.CV2026
Deeply Interleaved Text-Image Contexts for Multimodal LLMs Assessment
Zihao Wang, Xi Xiang, Yuwen Sun +5
Current evaluations and training of multimodal models predominantly focus on multi-image tasks, largely overlooking interleaved text-image scenarios. In such multi-image tasks, tex…
cs.CL2026
Disentangling Language Roles in Multilingual LLM Task Execution
Qishi Zhan, Minxuan Hu, Seoyeon Jang +7
Multilingual LLMs are increasingly used when instruction, source content, and required response languages do not coincide. Existing benchmarks have expanded multilingual instructio…