conftrace_

prompt optimization

203 papers

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Also known as

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

Localized Zeroth-Order Prompt Optimization NeurIPS 2024 MetaReflection: Learning Instructions for Language Agents using Past Reflections EMNLP 2024 MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization EMNLP 2024 Mothman at SemEval-2024 Task 9: An Iterative System for Chain-of-Thought Prompt Optimization SemEval 2024 NICE: To Optimize In-Context Examples or Not? ACL 2024 On Discrete Prompt Optimization for Diffusion Models ICML 2024 Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs EMNLP 2024 Optimizing Multimodal Large Language Models for Detection of Alcohol Advertisements via Adaptive Prompting ACL 2024 Pollice Verso at SemEval-2024 Task 6: The Roman Empire Strikes Back SemEval 2024 Pre-Trained Multi-Goal Transformers with Prompt Optimization for Efficient Online Adaptation NeurIPS 2024 PRewrite: Prompt Rewriting with Reinforcement Learning ACL 2024 PromISe: Releasing the Capabilities of LLMs with Prompt Introspective Search COLING 2024 PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization ICLR 2024 Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models CVPR 2024 PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling EMNLP 2024 Prompt Optimization via Adversarial In-Context Learning ACL 2024 Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars NeurIPS 2024 Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RL ICLR 2024 Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks NeurIPS 2024 Self-Renewal Prompt Optimizing with Implicit Reasoning EMNLP 2024 Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation ICLR 2024 SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization NeurIPS 2024 StraGo: Harnessing Strategic Guidance for Prompt Optimization EMNLP 2024 Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt Optimisation NAACL 2024 Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective Evolution EMNLP 2024