Large Language Models As Evolution Strategies.
Robert LangeYingtao TianYujin TangPublished in: GECCO Companion (2024)
Keyphrases
- evolution strategy
- language model
- evolutionary algorithm
- language modeling
- differential evolution
- probabilistic model
- document retrieval
- retrieval model
- n gram
- speech recognition
- information retrieval
- language modelling
- query expansion
- statistical language models
- genetic algorithm
- particle swarm optimization algorithm
- test collection
- ad hoc information retrieval
- relevance model
- global search
- vector space model
- language model for information retrieval
- language models for information retrieval
- optimization methods
- document ranking
- query terms
- multi objective
- neural network
- pseudo relevance feedback
- context sensitive
- translation model
- smoothing methods
- convergence speed
- retrieval effectiveness
- passage retrieval
- optimization method
- particle swarm optimization
- guided local search