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Prompt Engineering

273 directly classified papers

Papers per year

Papers

Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024
Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together EMNLP 2024
From Test-Taking to Test-Making: Examining LLM Authoring of Commonsense Assessment Items EMNLP 2024
Creative and Context-Aware Translation of East Asian Idioms with GPT-4 EMNLP 2024
MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization EMNLP 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
Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models NIPS 2024
Vector Quantization Prompting for Continual Learning NIPS 2024
Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization NIPS 2024
Improving Generalization of Dynamic Graph Learning via Environment Prompt NIPS 2024
Order-Independence Without Fine Tuning NIPS 2024
Localized Zeroth-Order Prompt Optimization NIPS 2024
Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search AAAI 2024
Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks AAAI 2024
What is the Best Way for ChatGPT to Translate Poetry? ACL 2024
Label-Aware Automatic Verbalizer for Few-Shot Text Classification in Mid-To-Low Resource Languages ACL 2024
Prompt Engineering a Prompt Engineer ACL 2024
Prompt-Based Length Controlled Generation with Multiple Control Types ACL 2024
BEnQA: A Question Answering Benchmark for Bengali and English ACL 2024
Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation ACL 2024
Revisiting OPRO: The Limitations of Small-Scale LLMs as Optimizers ACL 2024
AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024
It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance ACL 2024