most citedStructured Attention Matters to Multimodal LLMs in Document Understanding

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cs.CL2026

OptiSQL: Executable SQL Generation from Optical Tokens

Sifan Li, Hongkai Chen, Yujun Cai +3

Executable SQL generation is typically studied in text-to-SQL settings, where tables are provided as fully linearized textual schemas and contents. While effective, this formulatio…

cs.CL2025★ 1 cited

Structured Attention Matters to Multimodal LLMs in Document Understanding

Chang Liu, Hongkai Chen, Yujun Cai +4

Document understanding remains a significant challenge for multimodal large language models (MLLMs). While previous research has primarily focused on locating evidence pages throug…