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quant-ph2025
How Can Quantum Deep Learning Improve Large Language Models?
Emily Jimin Roh, Hyojun Ahn, Samuel Yen-Chi Chen +2
The rapid progress of large language models (LLMs) has transformed natural language processing, yet the challenge of efficient adaptation remains unresolved. Full fine-tuning achie…
quant-ph2024
Diffusion-based Quantum Error Mitigation using Stochastic Differential Equation
Joo Yong Shim, Joongheon Kim
Unlike closed systems, where the total energy and information are conserved within the system, open systems interact with the external environment which often leads to complex beha…