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

HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation ACL 2025

COGNAC at CQs-Gen 2025: Generating Critical Questions with LLM-Assisted Prompting and Multiple RAG Variants ACL 2025

CreditLLM: Constructing Financial AI Assistant for Credit Products using Financial LLM and Few Data COLING 2025

Enhancing Causal Relationship Detection Using Prompt Engineering and Large Language Models COLING 2025

Towards Effectively Leveraging Execution Traces for Program Repair with Code LLMs NAACL 2025

Are Small Language Models Ready to Compete with Large Language Models for Practical Applications? NAACL 2025

Howard University-AI4PC at SemEval-2025 Task 11: Combining Expert Personas via Prompting for Enhanced Multilingual Emotion Analysis ACL 2025

CSIRO LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs ACL 2025

Evaluating LLM-Prompting for Sequence Labeling Tasks in Computational Literary Studies NAACL 2025

Improving Named Entity Recognition for Low-Resource Languages Using Large Language Models: A Ukrainian Case Study ACL 2025

Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented Reasoning NAACL 2025

Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction ACL 2025

Leveraging External Knowledge Bases: Analyzing Presentation Methods and Their Impact on Model Performance NAACL 2025

Ask Me Like I’m Human: LLM-based Evaluation with For-Human Instructions Correlates Better with Human Evaluations than Human Judges ACL 2025

TeleAI at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection with Prompt Engineering and Data Augmentation ACL 2025

Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models COLING 2025

Prompt Engineering for Capturing Dynamic Mental Health Self States from Social Media Posts NAACL 2025

MSA at SemEval-2025 Task 3: High Quality Weak Labeling and LLM Ensemble Verification for Multilingual Hallucination Detection ACL 2025

GateNLP at SemEval-2025 Task 10: Hierarchical Three-Step Prompting for Multilingual Narrative Classification ACL 2025

Multilingual Text-to-Image Generation Magnifies Gender Stereotypes ACL 2025

TueCL at SemEval-2025 Task 1: Image-Augmented Prompting and Multimodal Reasoning for Enhanced Idiom Understanding ACL 2025

Rationale Behind Essay Scores: Enhancing S-LLM’s Multi-Trait Essay Scoring with Rationale Generated by LLMs NAACL 2025

Testing Spatial Intuitions of Humans and Large Language and Multimodal Models in Analogies ACL 2025

SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025

Finetuning LLMs for EvaCun 2025 token prediction shared task NAACL 2025