Applying Sparse Autoencoders to Unlearn Knowledge in Language Models

Farrell et al. (2024)

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Tags: unlearning, applications

Abstract

We use sparse autoencoders to identify and remove specific knowledge from language models, demonstrating a new approach to machine unlearning.