Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers.
Qingyan GuoRui WangJunliang GuoBei LiKaitao SongXu TanGuoqing LiuJiang BianYujiu YangPublished in: ICLR (2024)
Keyphrases
- language model
- evolutionary algorithm
- language modeling
- differential evolution
- n gram
- information retrieval
- language modelling
- query expansion
- document retrieval
- test collection
- probabilistic model
- retrieval model
- query terms
- speech recognition
- statistical language models
- context sensitive
- vector space model
- smoothing methods
- translation model
- genetic algorithm
- relevance model
- retrieval effectiveness
- ad hoc information retrieval
- language model for information retrieval
- document ranking