Large Language Models as Optimizers
- Paper
- Sep 7, 2023
- #Algorithm #Naturallanguageprocessing
Optimization is ubiquitous. While derivative-based algorithms have been powerful tools for various problems, the absence of gradient imposes challenges on many real-world applicatio...
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Elvis Saravia Omarsar @omarsar0
·
Sep 8, 2023
LLMs as Optimizers This is a really neat idea. This new paper from Google DeepMind proposes an approach where the optimization problem is described in natural language. An LLM is then instructed to iteratively generate new solutions based on the defined problem and previously…