Prompt Engineering

Ada-Instruct: Adapting Instruction Generators for Complex Reasoning EMNLP 2024 A Prompting Assignment for Exploring Pretrained LLMs ACL 2024 Automatic Engineering of Long Prompts ACL 2024 BatchPrompt: Accomplish more with less ICLR 2024 Code-Style In-Context Learning for Knowledge-Based Question Answering AAAI 2024 DDPrompt: Differential Diversity Prompting in Large Language Models ACL 2024 Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning AAAI 2024 Empowering Multi-step Reasoning across Languages via Program-Aided Language Models EMNLP 2024 Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models NeurIPS 2024 Induct-Learn: Short Phrase Prompting with Instruction Induction EMNLP 2024 INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair ACL 2024 Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning EMNLP 2024 LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression ACL 2024 LPNER: Label Prompt for Few-shot Nested Named Entity Recognition ACML 2024 MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization EMNLP 2024 PACE: Improving Prompt with Actor-Critic Editing for Large Language Model ACL 2024 Paraphrase Types Elicit Prompt Engineering Capabilities EMNLP 2024 PrExMe! Large Scale Prompt Exploration of Open Source LLMs for Machine Translation and Summarization Evaluation EMNLP 2024 Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks ACL 2024 SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics EMNLP 2024 SpeechAlign: Aligning Speech Generation to Human Preferences NeurIPS 2024 Wordflow: Social Prompt Engineering for Large Language Models ACL 2024 Allies: Prompting Large Language Model with Beam Search EMNLP 2023 Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data EMNLP 2023 Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning EMNLP 2023