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20242026
most citedPPFedIT: Towards Privacy-Preserving Federated Instruction Tuning with Few-shot Local Examples

1 citations · 1 across the 7 of their papers we have counts for

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cs.HC2024

Can we only use guideline instead of shot in prompt?

Jiaxiang Chen, Song Wang, Zhucong Li +4

Currently, prompting techniques can be mainly divided into two categories:1)shot method implicitly inspires the model to answer the question by mimicing the steps in the given exam…

cs.CR2024★ 1 cited

PPFedIT: Towards Privacy-Preserving Federated Instruction Tuning with Few-shot Local Examples

Zhuo Zhang, Jingyuan Zhang, Jintao Huang +7

Instruction tuning aligns large language models (LLMs) with human intentions but requires diverse, high-quality data that are difficult to collect in privacy-sensitive domains. Fed…