Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges.
Nianwen SiHao ZhangHeyu ChangWenlin ZhangDan QuWeiqiang ZhangPublished in: CoRR (2023)
Keyphrases
- empirical studies
- benchmark datasets
- knowledge representation
- difficult problems
- machine learning methods
- computational cost
- significant improvement
- real world
- data mining techniques
- information systems
- lessons learned
- qualitative and quantitative
- evolutionary algorithm
- domain knowledge
- expert systems
- knowledge discovery
- preprocessing
- reinforcement learning
- human experts
- machine learning