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prompt engineering

1135 papers

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PE

Co-occurring keywords

large language model (13587) few-shot learning (3398) in-context learning (1405) zero-shot learning (3650) text classification (6793) language model (4599) text generation (2913) chain-of-thought prompting (313) chain of thought (285) question answering (2963)

Papers

Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting COLING 2025
Pragmatic Metacognitive Prompting Improves LLM Performance on Sarcasm Detection COLING 2025
GMU-MU at the Financial Misinformation Detection Challenge Task: Exploring LLMs for Financial Claim Verification COLING 2025
Human vs. AI: A Novel Benchmark and a Comparative Study on the Detection of Generated Images and the Impact of Prompts COLING 2025
Exploiting Word Sense Disambiguation in Large Language Models for Machine Translation COLING 2025
MSA at SemEval-2025 Task 3: High Quality Weak Labeling and LLM Ensemble Verification for Multilingual Hallucination Detection SEMEVAL 2025
Howard University-AI4PC at SemEval-2025 Task 10: Ensembling LLMs for Multi-lingual Multi-Label and Multi-Class Meta-Classification ACL 2025
CreditLLM: Constructing Financial AI Assistant for Credit Products using Financial LLM and Few Data COLING 2025
DialogGen: Multi-modal Interactive Dialogue System with Multi-turn Text-Image Generation NAACL 2025
Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines ACL 2025
SEK: Self-Explained Keywords Empower Large Language Models for Code Generation ACL 2025
Brevity is the soul of sustainability: Characterizing LLM response lengths ACL 2025
SELF-PERCEPT: Introspection Improves Large Language Models’ Detection of Multi-Person Mental Manipulation in Conversations ACL 2025
A Modular Taxonomy for Hate Speech Definitions and Its Impact on Zero-Shot LLM Classification Performance ACL 2025
RUBRIC-MQM : Span-Level LLM-as-judge in Machine Translation For High-End Models ACL 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 SEMEVAL 2025
Think Like a Person Before Responding: A Multi-Faceted Evaluation of Persona-Guided LLMs for Countering Hate Speech. ACL 2025
Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language Models NAACL 2025
Small Language Models in the Real World: Insights from Industrial Text Classification ACL 2025
Can LLMs Reliably Simulate Human Learner Actions? A Simulation Authoring Framework for Open-Ended Learning Environments AAAI 2025
GateNLP at SemEval-2025 Task 10: Hierarchical Three-Step Prompting for Multilingual Narrative Classification ACL 2025
C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection AAAI 2025
A.M.P at SciHal2025: Automated Hallucination Detection in Scientific Content via LLMs and Prompt Engineering ACL 2025
EvoPrompt: Evolving Prompts for Enhanced Zero-Shot Named Entity Recognition with Large Language Models COLING 2025
JHU’s Submission to the AmericasNLP 2025 Shared Task on the Creation of Educational Materials for Indigenous Languages NAACL 2025