prompt engineering

1128 papers

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Also known as

PE

Co-occurring keywords

large language model (12755) few-shot learning (3390) in-context learning (1369) zero-shot learning (3637) text classification (6776) language model (4573) text generation (2903) chain-of-thought prompting (306) chain of thought (274) question answering (2904)

Papers

Explaining Data Patterns in Natural Language with Language Models EMNLP 2023

BYOC: Personalized Few-Shot Classification with Co-Authored Class Descriptions EMNLP 2023

Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning EMNLP 2023

Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement EMNLP 2023

Demystifying Prompts in Language Models via Perplexity Estimation EMNLP 2023

Text Classification via Large Language Models EMNLP 2023

Fixed Input Parameterization for Efficient Prompting ACL 2023

Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages ACL 2023

Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion ACL 2023

Mind the Biases: Quantifying Cognitive Biases in Language Model Prompting ACL 2023

Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning ACL 2023

Complementary Explanations for Effective In-Context Learning ACL 2023

A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches ACL 2023

A Simple Yet Strong Domain-Agnostic De-bias Method for Zero-Shot Sentiment Classification ACL 2023

Better Zero-Shot Reasoning with Self-Adaptive Prompting ACL 2023

Focusing, Bridging and Prompting for Few-shot Nested Named Entity Recognition ACL 2023

Adversarial Robustness of Prompt-based Few-Shot Learning for Natural Language Understanding ACL 2023

Towards Reasoning in Large Language Models: A Survey ACL 2023

Reasoning with Language Model Prompting: A Survey ACL 2023

MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction ACL 2023

The Art of Prompting: Event Detection based on Type Specific Prompts ACL 2023

DS4DH at MEDIQA-Chat 2023: Leveraging SVM and GPT-3 Prompt Engineering for Medical Dialogue Classification and Summarization ACL 2023

Eliciting Affective Events from Language Models by Multiple View Co-prompting ACL 2023

Alfred: A System for Prompted Weak Supervision ACL 2023

Zero-shot Approach to Overcome Perturbation Sensitivity of Prompts ACL 2023