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cs.CL2026

SEER: Long-Context Reasoning via Selective Visual-Text Compression

Jiawei Xu, Zhilin Zhai, Jinrui Fang +6

Long-context reasoning remains computationally expensive for large language models due to the quadratic complexity of attention over text tokens. Visual-text compression offers a p…