Large Language Models as Optimizers
Paper
• 2309.03409 • Published
• 79
LLM Agent and Prompt Optimizers
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GREATERPROMPT: A Unified, Customizable, and High-Performing Open-Source Toolkit for Prompt Optimization
Paper • 2504.03975 • Published -
PromptWizard: Task-Aware Prompt Optimization Framework
Paper • 2405.18369 • Published • 1 -
TAPO: Task-Referenced Adaptation for Prompt Optimization
Paper • 2501.06689 • Published -
Rethinking Prompt Optimizers: From Prompt Merits to Optimization
Paper • 2505.09930 • Published -
Minstrel: Structural Prompt Generation with Multi-Agents Coordination for Non-AI Experts
Paper • 2409.13449 • Published • 11 -
PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling
Paper • 2402.08702 • Published -
Plum: Prompt Learning using Metaheuristic
Paper • 2311.08364 • Published