conftrace_

automatic prompt optimization

13 papers

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Also known as

APO

Co-occurring keywords · papers mentioning both

large language model (11) prompt engineering (8) prompt optimization (5) instruction tuning (2) in-context learning (2) few-shot learning (2) judgment bia (1) task optimization (1) health conversation (1) explore-exploit mechanism (1)

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 Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents EMNLP 2025 FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema COLING 2025 InstaJudge: Aligning Judgment Bias of LLM-as-Judge with Humans in Industry Applications EMNLP 2025 Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers AAAI 2025 ZERA: Zero-init Instruction Evolving Refinement Agent – From Zero Instructions to Structured Prompts via Principle-based Optimization EMNLP 2025 AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models NeurIPS 2024 Do Clinicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation ACL 2024 Prompt Engineering a Prompt Engineer ACL 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 NeurIPS 2024