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Prompt Engineering

93 papers

Papers per year

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Papers

PromptSuite: A Task-Agnostic Framework for Multi-Prompt Generation EMNLP 2025
InstaJudge: Aligning Judgment Bias of LLM-as-Judge with Humans in Industry Applications EMNLP 2025
AutoDSPy: Automating Modular Prompt Design with Reinforcement Learning for Small and Large Language Models EMNLP 2025
SpeechAlign: Aligning Speech Generation to Human Preferences NIPS 2024
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models NIPS 2024
Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning AAAI 2024
Code-Style In-Context Learning for Knowledge-Based Question Answering AAAI 2024
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression ACL 2024
DDPrompt: Differential Diversity Prompting in Large Language Models ACL 2024
Wordflow: Social Prompt Engineering for Large Language Models ACL 2024
Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks ACL 2024
INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair ACL 2024
PACE: Improving Prompt with Actor-Critic Editing for Large Language Model ACL 2024
Automatic Engineering of Long Prompts ACL 2024
A Prompting Assignment for Exploring Pretrained LLMs ACL 2024
Induct-Learn: Short Phrase Prompting with Instruction Induction EMNLP 2024
SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics EMNLP 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
Empowering Multi-step Reasoning across Languages via Program-Aided Language Models EMNLP 2024
Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning EMNLP 2024
Ada-Instruct: Adapting Instruction Generators for Complex Reasoning EMNLP 2024
MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization EMNLP 2024
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding NIPS 2023
CP-Rec: Contextual Prompting for Conversational Recommender Systems AAAI 2023