Automatic Prompt Optimization with "Gradient Descent" and Beam Search.
Reid PryzantDan IterJerry LiYin Tat LeeChenguang ZhuMichael ZengPublished in: EMNLP (2023)
Keyphrases
- beam search
- search algorithm
- larger problems
- branch and bound
- heuristic search
- cost function
- search methods
- assembly line
- hill climbing
- ranking functions
- search space
- optimization problems
- multiple objectives
- metaheuristic
- optimization model
- neural network
- domain specific
- scheduling problem
- support vector
- objective function
- training data