most citedFinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation

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cs.CL2026

Complementary Roles of Activation and Parametric Memory in Few-Shot Learning

Miaohe Niu, Runsong Zhao, Xinyu Liu +5

At test time, large language models (LLMs) can encode historical information in activation memory (i.e., KV caches) and parametric memory (i.e., updated parameters). While activati…