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cs.CL2025
Pay Attention to What You Need
Yifei Gao, Shaohong Chen, Lei Wang +5
Although large language models (LLMs) have achieved significant success in natural language processing, they still struggle with long-context comprehension. Traditional approaches…
cs.CL2024
Compensate Quantization Errors: Make Weights Hierarchical to Compensate Each Other
Yifei Gao, Jie Ou, Lei Wang +4
Emergent Large Language Models (LLMs) use their extraordinary performance and powerful deduction capacity to discern from traditional language models. However, the expenses of comp…