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prompt optimization

203 papers

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PO

Co-occurring keywords · papers mentioning both

large language model (106) prompt engineering (48) few-shot learning (20) in-context learning (15) language model (14) reinforcement learning (14) text-to-image generation (12) multi-agent system (10) zero-shot learning (10) retrieval-augmented generation (9)

Papers

PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models EMNLP 2025 POQD: Performance-Oriented Query Decomposer for Multi-vector retrieval ICML 2025 ProAPO: Progressively Automatic Prompt Optimization for Visual Classification CVPR 2025 PromptSculptor: Multi-Agent Based Text-to-Image Prompt Optimization EMNLP 2025 PromptWizard: Optimizing Prompts via Task-Aware, Feedback-Driven Self-Evolution ACL 2025 Putting People in LLMs’ Shoes: Generating Better Answers via Question Rewriter AAAI 2025 RAP-SR: RestorAtion Prior Enhancement in Diffusion Models for Realistic Image Super-Resolution AAAI 2025 RiOT: Efficient Prompt Refinement with Residual Optimization Tree ACL 2025 Rule-Guided Extraction: A Hierarchical Rule Optimization Framework for Document-Level Event Argument Extraction EMNLP 2025 SCULPT: Systematic Tuning of Long Prompts ACL 2025 SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025 Self-Rewarding Large Vision-Language Models for Optimizing Prompts in Text-to-Image Generation ACL 2025 Self-Supervised Prompt Optimization EMNLP 2025 STEPS: Sequential Probability Tensor Estimation for Text-to-Image Hard Prompt Search CVPR 2025 Task Facet Learning: A Structured Approach To Prompt Optimization ACL 2025 The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation CVPR 2025 Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models NAACL 2025 Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure ACL 2025 Tree-of-Prompts: Abstracting Control-Flow for Prompt Optimization ACL 2025 UCSC at SemEval-2025 Task 3: Context, Models and Prompt Optimization for Automated Hallucination Detection in LLM Output SemEval 2025 UMB@PerAnsSumm 2025: Enhancing Perspective-Aware Summarization with Prompt Optimization and Supervised Fine-Tuning NAACL 2025 Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers AAAI 2025 VPO: Aligning Text-to-Video Generation Models with Prompt Optimization ICCV 2025 ZERA: Zero-init Instruction Evolving Refinement Agent – From Zero Instructions to Structured Prompts via Principle-based Optimization EMNLP 2025 Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling NeurIPS 2024