Prompt Engineering

ADEPT: A DEbiasing PrompT Framework AAAI 2023 Alexander Knox at SemEval-2023 Task 5: The comparison of prompting and standard fine-tuning techniques for selecting the type of spoiler needed to neutralize a clickbait SemEval 2023 Alfred: A System for Prompted Weak Supervision ACL 2023 Allies: Prompting Large Language Model with Beam Search EMNLP 2023 A Simple Yet Strong Domain-Agnostic De-bias Method for Zero-Shot Sentiment Classification ACL 2023 Attribute Controlled Dialogue Prompting ACL 2023 Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models EMNLP 2023 CELDA: Leveraging Black-box Language Model as Enhanced Classifier without Labels ACL 2023 Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them ACL 2023 Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach ACL 2023 Context-faithful Prompting for Large Language Models EMNLP 2023 Controlling Styles in Neural Machine Translation with Activation Prompt ACL 2023 CoP: Factual Inconsistency Detection by Controlling the Preference AAAI 2023 CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation EMNLP 2023 Definitions Matter: Guiding GPT for Multi-label Classification EMNLP 2023 Descriptive Prompt Paraphrasing for Target-Oriented Multimodal Sentiment Classification EMNLP 2023 Effective Structured Prompting by Meta-Learning and Representative Verbalizer ICML 2023 Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting EMNLP 2023 Exploration of multilingual prompts in document-grounded dialogue ACL 2023 Exploring the Curious Case of Code Prompts ACL 2023 Exploring the Effectiveness of Prompt Engineering for Legal Reasoning Tasks ACL 2023 Exploring the Sensitivity of LLMs’ Decision-Making Capabilities: Insights from Prompt Variations and Hyperparameters EMNLP 2023 Feature Normalization and Cartography-Based Demonstrations for Prompt-Based Fine-Tuning on Emotion-Related Tasks AAAI 2023 FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4 EMNLP 2023 Fixed Input Parameterization for Efficient Prompting ACL 2023