Prompt Engineering

The Art of Prompting: Event Detection based on Type Specific Prompts ACL 2023 Vector-Quantized Prompt Learning for Paraphrase Generation EMNLP 2023 What Makes Pre-trained Language Models Better Zero-shot Learners? ACL 2023 An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels ACL 2022 ASCM: An Answer Space Clustered Prompting Method without Answer Engineering ACL 2022 Automatic Rule Induction for Efficient Semi-Supervised Learning EMNLP 2022 Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards EMNLP 2022 Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning ACL 2022 EvEntS ReaLM: Event Reasoning of Entity States via Language Models EMNLP 2022 GPS: Genetic Prompt Search for Efficient Few-Shot Learning EMNLP 2022 On Transferability of Prompt Tuning for Natural Language Processing NAACL 2022 OpenPrompt: An Open-source Framework for Prompt-learning ACL 2022 Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation EMNLP 2022 P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts ICLR 2022 Position-based Prompting for Health Outcome Generation ACL 2022 PRO-CS : An Instance-Based Prompt Composition Technique for Code-Switched Tasks EMNLP 2022 PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning EMNLP 2022 PromptShots at the FinNLP-2022 ERAI Task: Pairwise Comparison and Unsupervised Ranking EMNLP 2022 Prototypical Verbalizer for Prompt-based Few-shot Tuning ACL 2022 RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning EMNLP 2022 Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks EMNLP 2022 The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning NeurIPS 2022 UoM&MMU at TSAR-2022 Shared Task: Prompt Learning for Lexical Simplification EMNLP 2022 Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding EMNLP 2022 When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment NeurIPS 2022