conftrace_

prompt optimization

190 papers

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Also known as

PO

Co-occurring keywords

large language model (13587) prompt engineering (1135) few-shot learning (3398) in-context learning (1405) reinforcement learning (4352) language model (4599) multi-agent system (1819) text-to-image generation (587) instruction tuning (838) text classification (6793)

Papers

GenDLN: Evolutionary Algorithm-Based Stacked LLM Framework for Joint Prompt Optimization ACL 2025
Enhancing LLM-as-a-Judge through Active-Sampling-based Prompt Optimization ACL 2025
CONSENSAGENT: Towards Efficient and Effective Consensus in Multi-Agent LLM Interactions Through Sycophancy Mitigation ACL 2025
Self-Rewarding Large Vision-Language Models for Optimizing Prompts in Text-to-Image Generation ACL 2025
Integrating Expert Labels into LLM-based Emission Goal Detection: Example Selection vs Automatic Prompt Design ACL 2025
P3: Prompts Promote Prompting ACL 2025
Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines ACL 2025
STEPS: Sequential Probability Tensor Estimation for Text-to-Image Hard Prompt Search CVPR 2025
Efficient Prompt Optimisation for Legal Text Classification with Proxy Prompt Evaluator EMNLP 2025
PromptSculptor: Multi-Agent Based Text-to-Image Prompt Optimization EMNLP 2025
GenPilot: A Multi-Agent System for Test-Time Prompt Optimization in Image Generation EMNLP 2025
OptiSeq: Ordering Examples On-The-Fly for In-Context Learning EMNLP 2025
EvoAgentX: An Automated Framework for Evolving Agentic Workflows EMNLP 2025
Hallucination-Aware Prompt Optimization for Text-to-Video Synthesis IJCAI 2025
iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop ACL 2025
GreaterPrompt: A Unified, Customizable, and High-Performing Open-Source Toolkit for Prompt Optimization ACL 2025
Mothman at SemEval-2024 Task 9: An Iterative System for Chain-of-Thought Prompt Optimization SEMEVAL 2024
AK4Prompts: Aesthetics-driven Automatically Keywords-Ranking for Prompts in Text-To-Image Models IJCAI 2024
Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization NIPS 2024
ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model NIPS 2024
ConstitutionalExperts: Training a Mixture of Principle-based Prompts ACL 2024
Optimizing Multimodal Large Language Models for Detection of Alcohol Advertisements via Adaptive Prompting ACL 2024
Language Models as Black-Box Optimizers for Vision-Language Models CVPR 2024
EcoRank: Budget-Constrained Text Re-ranking Using Large Language Models ACL 2024
Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together EMNLP 2024