Megan Ganji

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models

Large language models can memorize information that must be removed--ranging from copyright-sensitive content (e.g., book chapters) to personally identifiable information (e.g., income)--to ensure responsible and compliant behavior. Unlearning has emerged as an efficient alternative to full retraini…