Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning.
Han ZhouXingchen WanIvan VulicAnna KorhonenPublished in: EMNLP (Findings) (2023)
Keyphrases
- black box
- search space
- black boxes
- effective pruning
- search space pruning
- search algorithm
- clustering algorithm
- clustering method
- white box
- search results clustering
- integration testing
- rule extraction
- candidate solutions
- exhaustive search
- hierarchical clustering
- test cases
- k means
- efficient search
- tree construction
- white box testing
- pruning strategy
- hybrid systems
- search strategy
- computationally expensive
- source code