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prompt engineering

1128 papers

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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

Leveraging External Knowledge Bases: Analyzing Presentation Methods and Their Impact on Model Performance NAACL 2025
HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation SEMEVAL 2025
Howard University-AI4PC at SemEval-2025 Task 11: Combining Expert Personas via Prompting for Enhanced Multilingual Emotion Analysis SEMEVAL 2025
UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation SEMEVAL 2025
DataHacks at PerAnsSumm 2025: LoRA-Driven Prompt Engineering for Perspective Aware Span Identification and Summarization NAACL 2025
ULTRABENCH: Benchmarking LLMs under Extreme Fine-grained Text Generation EMNLP 2025
Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation CVPR 2025
Hybrid-Driving: An Autonomous Driving Decision Framework Integrating Large Language Models, Knowledge Graphs and Driving Rules AAAI 2025
A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG NAACL 2025
CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection AAAI 2025
GateNLP at SemEval-2025 Task 10: Hierarchical Three-Step Prompting for Multilingual Narrative Classification SEMEVAL 2025
gowithnlp at SemEval-2025 Task 10: Leveraging Entity-Centric Chain of Thought and Iterative Prompt Refinement for Multi-Label Classification SEMEVAL 2025
DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing SEMEVAL 2025
Prompt Engineering for Capturing Dynamic Mental Health Self States from Social Media Posts NAACL 2025
Vision-aware Multimodal Prompt Tuning for Uploadable Multi-source Few-shot Domain Adaptation AAAI 2025
Selective Visual Prompting in Vision Mamba AAAI 2025
Towards Effectively Leveraging Execution Traces for Program Repair with Code LLMs NAACL 2025
Is Sarcasm Detection a Step-by-Step Reasoning Process in Large Language Models? AAAI 2025
TueCL at SemEval-2025 Task 1: Image-Augmented Prompting and Multimodal Reasoning for Enhanced Idiom Understanding ACL 2025
Mitigating Pervasive Modality Absence Through Multimodal Generalization and Refinement AAAI 2025
Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented Reasoning NAACL 2025
NCL-NLP at SemEval-2025 Task 11: Using Prompting engineering framework and Low Rank Adaptation of Large Language Models for Multi-label Emotion Detection ACL 2025
CYUT at SemEval-2025 Task 6: Prompting with Precision – ESG Analysis via Structured Prompts ACL 2025
clujteam at SemEval-2025 Task 10: Finetuning SmolLM2 with Taxonomy-based Prompting for Explaining the Dominant Narrative in Propaganda Textt ACL 2025
Uplifting Lower-Income Data: Strategies for Socioeconomic Perspective Shifts in Large Multi-modal Models NAACL 2025