Editing a classifier by rewriting its prediction rules.
Annual Conference on Neural Information Processing Systems(2021)
摘要
We propose a methodology for modifying the behavior of a classifier by directly rewriting its prediction rules. Our method requires virtually no additional data collection and can be applied to a variety of settings, including adapting a model to new environments, and modifying it to ignore spurious features.
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关键词
prediction rules,classifier
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