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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

SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025
DataHacks at PerAnsSumm 2025: LoRA-Driven Prompt Engineering for Perspective Aware Span Identification and Summarization NAACL 2025
Beyond Prompt Engineering: A Reinforced Token-Level Input Refinement for Large Language Models AAAI 2025
A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG NAACL 2025
Testing Spatial Intuitions of Humans and Large Language and Multimodal Models in Analogies ACL 2025
Prompt Engineering for Capturing Dynamic Mental Health Self States from Social Media Posts NAACL 2025
PromptSuite: A Task-Agnostic Framework for Multi-Prompt Generation EMNLP 2025
Towards Effectively Leveraging Execution Traces for Program Repair with Code LLMs NAACL 2025
TueCL at SemEval-2025 Task 1: Image-Augmented Prompting and Multimodal Reasoning for Enhanced Idiom Understanding ACL 2025
Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented Reasoning NAACL 2025
HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation SEMEVAL 2025
Evaluating LLM-Prompting for Sequence Labeling Tasks in Computational Literary Studies NAACL 2025
Multilingual Text-to-Image Generation Magnifies Gender Stereotypes ACL 2025
Are Small Language Models Ready to Compete with Large Language Models for Practical Applications? NAACL 2025
Multilingual Prompting for Improving LLM Generation Diversity EMNLP 2025
SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models EMNLP 2025
taskGen at TSAR 2025 Shared Task Exploring prompt strategies with linguistic knowledge EMNLP 2025
Faster In-Context Learning for LLMs via N-Gram Trie Speculative Decoding EMNLP 2025
Artificial Impressions: Evaluating Large Language Model Behavior Through the Lens of Trait Impressions EMNLP 2025
Tool Preferences in Agentic LLMs are Unreliable EMNLP 2025
GRIT: Guided Relational Integration for Efficient Multi-Table Understanding EMNLP 2025
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching EMNLP 2025
Reverse Prompt Engineering: A Zero-Shot, Genetic Algorithm Approach to Language Model Inversion EMNLP 2025
Principled Personas: Defining and Measuring the Intended Effects of Persona Prompting on Task Performance EMNLP 2025
ACING: Actor-Critic for Instruction Learning in Black-Box LLMs EMNLP 2025