Can I read Efficient Unlearning for LLM Recommendations on EtoBox?
Efficient Unlearning for LLM Recommendations by Zainab Khan is a document available to read on EtoBox.
What is Efficient Unlearning for LLM Recommendations about?
The document presents E2URec, an efficient and effective unlearning method for large language models (LLMs) used in recommendation systems (LLMRec). E2URec enhances unlearning by updating only a few additional LoRA parameters and employs a teacher-student framework to maintain recommendation performance while forgetting specific user data. Extensive experiments demonstrate that E2URec outperforms existing methods, addressing the challenges of inefficiency and ineffectiveness in recommendation unlearning.
- Author
- Zainab Khan
- Language
- EN