Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers.
Qingyan GuoRui WangJunliang GuoBei LiKaitao SongXu TanGuoqing LiuJiang BianYujiu YangPublished in: CoRR (2023)
Keyphrases
- language model
- evolutionary algorithm
- language modeling
- n gram
- document retrieval
- information retrieval
- language modelling
- speech recognition
- probabilistic model
- test collection
- differential evolution
- query expansion
- statistical language models
- genetic algorithm
- retrieval model
- ad hoc information retrieval
- language models for information retrieval
- vector space model
- smoothing methods
- query terms
- relevance model
- context sensitive
- word error rate
- pseudo feedback
- information retrieval systems
- language model for information retrieval
- document ranking
- document length
- machine translation