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prompt engineering

1135 papers

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Also known as

PE

Co-occurring keywords

large language model (13587) few-shot learning (3398) in-context learning (1405) zero-shot learning (3650) text classification (6793) language model (4599) text generation (2913) chain-of-thought prompting (313) chain of thought (285) question answering (2963)

Papers

S3Prompt: Instructing the Model with Self-calibration, Self-recall and Self-aggregation to Improve In-context Learning COLING 2024
SynPrompt: Syntax-aware Enhanced Prompt Engineering for Aspect-based Sentiment Analysis COLING 2024
Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction COLING 2024
Using Persuasive Writing Strategies to Explain and Detect Health Misinformation COLING 2024
Navigating the Modern Evaluation Landscape: Considerations in Benchmarks and Frameworks for Large Language Models (LLMs) COLING 2024
ESG Classification by Implicit Rule Learning via GPT-4 COLING 2024
Enhancing Lexical Complexity Prediction through Few-shot Learning with Gpt-3 COLING 2024
Low-Resource Machine Translation through Retrieval-Augmented LLM Prompting: A Study on the Mambai Language COLING 2024
Utilizing GPT-4 to Solve TextWorld Commonsense Games Efficiently COLING 2024
Ancient Chinese Sentence Segmentation and Punctuation on Xunzi LLM COLING 2024
Can GPT-4 Recover Latent Semantic Relational Information from Word Associations? A Detailed Analysis of Agreement with Human-annotated Semantic Ontologies. COLING 2024
Using In-context Learning to Automate AI Image Generation for a Gamified Text Labelling Task COLING 2024
Enhancing Consumer Health Question Reformulation: Chain-of-Thought Prompting Integrating Focus, Type, and User Knowledge Level COLING 2024
Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives COLING 2024
Metacognitive Prompting Improves Understanding in Large Language Models NAACL 2024
A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily NAACL 2024
TopicGPT: A Prompt-based Topic Modeling Framework NAACL 2024
Dissecting Paraphrases: The Impact of Prompt Syntax and supplementary Information on Knowledge Retrieval from Pretrained Language Models NAACL 2024
Better Zero-Shot Reasoning with Role-Play Prompting NAACL 2024
Generating Mental Health Transcripts with SAPE (Spanish Adaptive Prompt Engineering) NAACL 2024
It’s All Relative! – A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction NAACL 2024
CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving NAACL 2024
Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models NAACL 2024
Crafting In-context Examples according to LMs’ Parametric Knowledge NAACL 2024
Do Prompt Positions Really Matter? NAACL 2024