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few-shot learning 1inductive reasoning 1knowledge graph completion 1large language models 1multimodal learning 1

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20242026
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cs.PF2024

Plug-and-Play Performance Estimation for LLM Services without Relying on Labeled Data

Can Wang, Dianbo Sui, Hongliang Sun +3

Large Language Model (LLM) services exhibit impressive capability on unlearned tasks leveraging only a few examples by in-context learning (ICL). However, the success of ICL varies…