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Prompt Engineering

273 papers

Papers per year

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31
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Papers

Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks NIPS 2024
Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization NIPS 2024
Deep Correlated Prompting for Visual Recognition with Missing Modalities 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
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression ACL 2024
Black-Box Prompt Optimization: Aligning Large Language Models without Model Training ACL 2024
Boosting Language Models Reasoning with Chain-of-Knowledge Prompting ACL 2024
Prompt Optimization via Adversarial In-Context Learning ACL 2024
STRUCTSUM Generation for Faster Text Comprehension ACL 2024
LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024
BvSP: Broad-view Soft Prompting for Few-Shot Aspect Sentiment Quad Prediction ACL 2024
Ask Again, Then Fail: Large Language Models’ Vacillations in Judgment ACL 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
The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance ACL 2024