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

PromptBench: A Unified Library for Evaluation of Large Language Models JMLR 2024

Quantifying learning-style adaptation in effectiveness of LLM teaching EACL 2024

DaVinci at SemEval-2024 Task 9: Few-shot prompting GPT-3.5 for Unconventional Reasoning SEMEVAL 2024

Emulating Author Style: A Feasibility Study of Prompt-enabled Text Stylization with Off-the-Shelf LLMs EACL 2024

UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis NAACL 2024

Automated Adversarial Discovery for Safety Classifiers NAACL 2024

Prompting Implicit Discourse Relation Annotation EACL 2024

Large Language Models for Time Series: A Survey IJCAI 2024

Unveiling Opinion Evolution via Prompting and Diffusion for Short Video Fake News Detection ACL 2024

Can LLMs Learn from Previous Mistakes? Investigating LLMs’ Errors to Boost for Reasoning ACL 2024

ZXQ at SemEval-2024 Task 7: Fine-tuning GPT-3.5-Turbo for Numerical Reasoning NAACL 2024

More Samples or More Prompts? Exploring Effective Few-Shot In-Context Learning for LLMs with In-Context Sampling NAACL 2024

PRewrite: Prompt Rewriting with Reinforcement Learning ACL 2024

IIITDWD-zk@DravidianLangTech-2024: Leveraging the Power of Language Models for Hate Speech Detection in Telugu-English Code-Mixed Text EACL 2024

Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization NIPS 2024

Prompt-Based Length Controlled Generation with Multiple Control Types ACL 2024

XinHai@CLPsych 2024 Shared Task: Prompting Healthcare-oriented LLMs for Evidence Highlighting in Posts with Suicide Risk EACL 2024

PACE: Improving Prompt with Actor-Critic Editing for Large Language Model ACL 2024

BITS Pilani at SemEval-2024 Task 9: Prompt Engineering with GPT-4 for Solving Brainteasers NAACL 2024

YNU-HPCC at SemEval-2024 Task 1: Self-Instruction Learning with Black-box Optimization for Semantic Textual Relatedness NAACL 2024

OPDAI at SemEval-2024 Task 6: Small LLMs can Accelerate Hallucination Detection with Weakly Supervised Data NAACL 2024

0x.Yuan at SemEval-2024 Task 5: Enhancing Legal Argument Reasoning with Structured Prompts NAACL 2024

OUNLP at SemEval-2024 Task 9: Retrieval-Augmented Generation for Solving Brain Teasers with LLMs NAACL 2024

A Hard Nut to Crack: Idiom Detection with Conversational Large Language Models NAACL 2024

APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching NAACL 2024