1 link tagged with all of: machine-learning + language-models + evaluation-metrics + data-augmentation + unlearning
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ReLearn is a novel pipeline for unlearning in large language models that enhances targeted forgetting while maintaining high-quality output. It addresses limitations of existing methods by introducing a comprehensive evaluation framework that includes new metrics for knowledge preservation and generation quality. Experiments demonstrate that ReLearn effectively mitigates the negative effects of reverse optimization on coherent text generation.
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machine-learning ✓