Studying Large Language Model Generalization with Influence Functions
Studying Large Language Model Generalization with Influence Functions
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Ithaca: Cornell University Library, arXiv.org
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English
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Ithaca: Cornell University Library, arXiv.org
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When trying to gain better visibility into a machine learning model in order to understand and mitigate the associated risks, a potentially valuable source of evidence is: which training examples most contribute to a given behavior? Influence functions aim to answer a counterfactual: how would the model's parameters (and hence its outputs) change i...
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Studying Large Language Model Generalization with Influence Functions
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TN_cdi_proquest_journals_2847579973
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2847579973
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2331-8422
