conftrace_

automatic prompt optimization

13 papers

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Also known as

APO

Co-occurring keywords

large language model (13587) prompt engineering (1135) prompt optimization (190) instruction tuning (838) in-context learning (1405) few-shot learning (3398) exemplar optimization (1) instruction optimization (7) validation set (4) active sampling (21)

Papers

Reflection in the Dark: Exposing and Escaping the Black Box in Reflective Prompt Optimization ACL 2026
A Systematic Survey of Automatic Prompt Optimization Techniques EMNLP 2025
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation AAAI 2025
Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers AAAI 2025
InstaJudge: Aligning Judgment Bias of LLM-as-Judge with Humans in Industry Applications EMNLP 2025
FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema COLING 2025
ZERA: Zero-init Instruction Evolving Refinement Agent – From Zero Instructions to Structured Prompts via Principle-based Optimization EMNLP 2025
Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents EMNLP 2025
Do Clinicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation ACL 2024
AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models NIPS 2024
StablePrompt : Automatic Prompt Tuning using Reinforcement Learning for Large Language Model EMNLP 2024
Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization NIPS 2024
Prompt Engineering a Prompt Engineer ACL 2024