Prompt Engineering

It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance ACL 2024 Label-Aware Automatic Verbalizer for Few-Shot Text Classification in Mid-To-Low Resource Languages ACL 2024 Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks AAAI 2024 Large Language Models Can Self-Correct with Key Condition Verification EMNLP 2024 LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024 Localized Zeroth-Order Prompt Optimization NeurIPS 2024 LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression ACL 2024 Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives COLING 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 Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models EMNLP 2024 Null-Shot Prompting: Rethinking Prompting Large Language Models With Hallucination EMNLP 2024 One-Shot Prompt for Language Variety Identification NAACL 2024 Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs EMNLP 2024 Order-Independence Without Fine Tuning NeurIPS 2024 P4: Plug-and-Play Discrete Prompting for Large Language Models Personalization ACL 2024 PepRec: Progressive Enhancement of Prompting for Recommendation EMNLP 2024 Position Engineering: Boosting Large Language Models through Positional Information Manipulation EMNLP 2024 Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models EMNLP 2024 Prompt-Based Length Controlled Generation with Multiple Control Types ACL 2024 Prompt Engineering a Prompt Engineer ACL 2024 Prompting Fairness: Learning Prompts for Debiasing Large Language Models EACL 2024 Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models CVPR 2024 Prompt Learning with Extended Kalman Filter for Pre-trained Language Models IJCAI 2024 Prompt Optimization via Adversarial In-Context Learning ACL 2024