A memetic algorithm that applies genetic search and simulated annealing, with LLMs as the variation operators, to improve LLM responses with respect to an arbitrary reward function at inference time.
Iterative reasoning preference optimization, 2024
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CL 1years
2025 1verdicts
REJECT 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
MEMETRON: Metaheuristic Mechanisms for Test-time Response Optimization of Large Language Models
A memetic algorithm that applies genetic search and simulated annealing, with LLMs as the variation operators, to improve LLM responses with respect to an arbitrary reward function at inference time.