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Prompt Engineering

273 papers

Papers per year

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Papers

UCTG: A Unified Controllable Text Generation Framework for Query Auto-Completion COLING 2025
Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models COLING 2025
Pragmatic Metacognitive Prompting Improves LLM Performance on Sarcasm Detection COLING 2025
Enhancing Causal Relationship Detection Using Prompt Engineering and Large Language Models COLING 2025
Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation EMNLP 2025
ACING: Actor-Critic for Instruction Learning in Black-Box LLMs EMNLP 2025
Principled Personas: Defining and Measuring the Intended Effects of Persona Prompting on Task Performance EMNLP 2025
ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities EMNLP 2025
Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness EMNLP 2025
A Systematic Survey of Automatic Prompt Optimization Techniques EMNLP 2025
Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning Tasks EMNLP 2025
Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment EMNLP 2025
PromptSuite: A Task-Agnostic Framework for Multi-Prompt Generation EMNLP 2025
Auto prompting without training labels: An LLM cascade for product quality assessment in e-commerce catalogs EMNLP 2025
InstaJudge: Aligning Judgment Bias of LLM-as-Judge with Humans in Industry Applications EMNLP 2025
AutoDSPy: Automating Modular Prompt Design with Reinforcement Learning for Small and Large Language Models EMNLP 2025
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions EMNLP 2025
Explainable Text Classification with LLMs: Enhancing Performance through Dialectical Prompting and Explanation-Guided Training EMNLP 2025
SubDocTrans: Enhancing Document-level Machine Translation with Plug-and-play Multi-granularity Knowledge Augmentation EMNLP 2025
PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models EMNLP 2025
Exploring Paraphrasing Strategies for CEFR A1-Level Constraints in LLMs EMNLP 2025
ULTRABENCH: Benchmarking LLMs under Extreme Fine-grained Text Generation EMNLP 2025
Understanding and Improving Information Preservation in Prompt Compression for LLMs EMNLP 2025
Medical Text Simplification From Jargon Detection to Jargon-Aware Prompting EMNLP 2025
OneNRC@TSAR2025 Shared Task Small Models for Readability Controlled Text Simplification EMNLP 2025