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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

It’s All Relative! – A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction NAACL 2024
Generating Mental Health Transcripts with SAPE (Spanish Adaptive Prompt Engineering) NAACL 2024
Better Zero-Shot Reasoning with Role-Play Prompting NAACL 2024
Dissecting Paraphrases: The Impact of Prompt Syntax and supplementary Information on Knowledge Retrieval from Pretrained Language Models NAACL 2024
TopicGPT: A Prompt-based Topic Modeling Framework NAACL 2024
A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily NAACL 2024
Metacognitive Prompting Improves Understanding in Large Language Models NAACL 2024
Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models CVPR 2024
Guiding Large Language Models via External Attention Prompting for Scientific Extreme Summarization ACL 2024
PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought CVPR 2024
HBUT at #SMM4H 2024 Task2: Cross-lingual Few-shot Medical Entity Extraction using a Large Language Model ACL 2024
PolyuCBS at SMM4H 2024: LLM-based Medical Disorder and Adverse Drug Event Detection with Low-rank Adaptation ACL 2024
The Death and Life of Great Prompts: Analyzing the Evolution of LLM Prompts from the Structural Perspective EMNLP 2024
Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives COLING 2024
Depth Prompting for Sensor-Agnostic Depth Estimation CVPR 2024
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models NIPS 2024
PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming ACL 2024
Enhancing Consumer Health Question Reformulation: Chain-of-Thought Prompting Integrating Focus, Type, and User Knowledge Level COLING 2024
Learning-From-Mistakes Prompting for Indigenous Language Translation ACL 2024
Using In-context Learning to Automate AI Image Generation for a Gamified Text Labelling Task COLING 2024
PROC2PDDL: Open-Domain Planning Representations from Texts ACL 2024
A Prompting Assignment for Exploring Pretrained LLMs ACL 2024
Sample Design Engineering: An Empirical Study on Designing Better Fine-Tuning Samples for Information Extraction with LLMs EMNLP 2024
Can GPT-4 Recover Latent Semantic Relational Information from Word Associations? A Detailed Analysis of Agreement with Human-annotated Semantic Ontologies. COLING 2024
KnowGPT: Knowledge Graph based Prompting for Large Language Models NIPS 2024