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example weighting

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training bia (1) classification metric (1) demonstration example (1) large language model (1) adaptive weighting (1) validation set (1) language model (1) loss function (1) generalization bound (1) confusion matrix (1)

Papers

Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning EMNLP 2023 Optimizing Black-box Metrics with Iterative Example Weighting ICML 2021 Learning to Auto Weight: Entirely Data-Driven and Highly Efficient Weighting Framework AAAI 2020 Metric-Optimized Example Weights ICML 2019