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White words on teal background reading "Exploring Few-Shot Learning: FIne-Tuning vs. In-Context Learning and Parameter-Efficient Adaptations" with black Berkeley Lab and Science IT logos. text university of california Two persons seated in front of an open laptop computer engaged in conversation. Berkeley Lab Logo yellow circle with outline of hand and pointer finger pointing to arrow headshots of Jonathan Nurse and Clarissa Bhargava over a purple background Person wearing a patterned shirt standing against green leafy background. Peron wearing light blue shirt with dark suit jacket using his hands as he talks logo

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