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Prompt Engineering

88 directly classified papers

Papers per year

Papers

The Art of Prompting: Event Detection based on Type Specific Prompts ACL 2023
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization EMNLP 2023
Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning CVPR 2023
What Makes Pre-trained Language Models Better Zero-shot Learners? ACL 2023
Test-time Augmentation for Factual Probing EMNLP 2023
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding NIPS 2023
FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4 EMNLP 2023
Allies: Prompting Large Language Model with Beam Search EMNLP 2023
CP-Rec: Contextual Prompting for Conversational Recommender Systems AAAI 2023
Is Continuous Prompt a Combination of Discrete Prompts? Towards a Novel View for Interpreting Continuous Prompts ACL 2023
Complementary Explanations for Effective In-Context Learning ACL 2023
Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning EMNLP 2023
ReadPrompt: A Readable Prompting Method for Reliable Knowledge Probing EMNLP 2023
Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency EMNLP 2023
OpenPrompt: An Open-source Framework for Prompt-learning ACL 2022
EvEntS ReaLM: Event Reasoning of Entity States via Language Models EMNLP 2022
PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning EMNLP 2022
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks EMNLP 2022
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding EMNLP 2022
GPS: Genetic Prompt Search for Efficient Few-Shot Learning EMNLP 2022
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation EMNLP 2022
PRO-CS : An Instance-Based Prompt Composition Technique for Code-Switched Tasks EMNLP 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
PromptShots at the FinNLP-2022 ERAI Task: Pairwise Comparison and Unsupervised Ranking EMNLP 2022