Shreya Dubey

Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language Models

Machine unlearning aims to efficiently eliminate the influence of specific training data, known as the forget set, from the model. However, existing unlearning methods for Large Language Models (LLMs) face a critical challenge: they rely solely on negative feedback to suppress responses related to t…