UCS estimates the number of unrevealed latent clusters in candidate demonstration sets via Smoothed Good-Turing on embeddings to improve ICL performance by 2-6% when added to baselines.
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UCS: Estimating Unseen Coverage for Improved In-Context Learning
UCS estimates the number of unrevealed latent clusters in candidate demonstration sets via Smoothed Good-Turing on embeddings to improve ICL performance by 2-6% when added to baselines.