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Prompt Engineering

273 papers

Papers per year

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31
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Papers

It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance ACL 2024
It Is Not About What You Say, It Is About How You Say It: A Surprisingly Simple Approach for Improving Reading Comprehension ACL 2024
Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals? ACL 2024
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models ACL 2024
Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models ACL 2024
P4: Plug-and-Play Discrete Prompting for Large Language Models Personalization ACL 2024
Designing Informative Metrics for Few-Shot Example Selection ACL 2024
Skoltech at TextGraphs-17 Shared Task: Finding GPT-4 Prompting Strategies for Multiple Choice Questions ACL 2024
Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives COLING 2024
FinePOSE: Fine-Grained Prompt-Driven 3D Human Pose Estimation via Diffusion Models CVPR 2024
Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models CVPR 2024
ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning CVPR 2024
Exploring Instructive Prompts for Large Language Models in the Extraction of Evidence for Supporting Assigned Suicidal Risk Levels EACL 2024
Psychological Assessments with Large Language Models: A Privacy-Focused and Cost-Effective Approach EACL 2024
Prompting Fairness: Learning Prompts for Debiasing Large Language Models EACL 2024
Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More EACL 2024
Emulating Author Style: A Feasibility Study of Prompt-enabled Text Stylization with Off-the-Shelf LLMs EACL 2024
GLaPE: Gold Label-agnostic Prompt Evaluation for Large Language Models EMNLP 2024
Unveiling the Lexical Sensitivity of LLMs: Combinatorial Optimization for Prompt Enhancement EMNLP 2024
SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics EMNLP 2024
Position Engineering: Boosting Large Language Models through Positional Information Manipulation EMNLP 2024
Retrieved In-Context Principles from Previous Mistakes EMNLP 2024
Walking in Others’ Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias EMNLP 2024
Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs EMNLP 2024
Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024