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

Adapting Bias Evaluation to Domain Contexts using Generative Models EMNLP 2025

Where to show Demos in Your Prompt: A Positional Bias of In-Context Learning EMNLP 2025

The Good, the Bad, and the Debatable: A Survey on the Impacts of Data for In-Context Learning EMNLP 2025

Prior Prompt Engineering for Reinforcement Fine-Tuning EMNLP 2025

A Systematic Survey of Automatic Prompt Optimization Techniques EMNLP 2025

Argument Summarization and its Evaluation in the Era of Large Language Models EMNLP 2025

Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning Tasks EMNLP 2025

Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist EMNLP 2025

Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment EMNLP 2025

EvoAgentX: An Automated Framework for Evolving Agentic Workflows EMNLP 2025

Toward Reliable Clinical Coding with Language Models: Verification and Lightweight Adaptation EMNLP 2025

Graph of Attacks with Pruning: Optimizing Stealthy Jailbreak Prompt Generation for Enhanced LLM Content Moderation EMNLP 2025

Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices EMNLP 2025

StateCloud at Critical Questions Generation: Prompt Engineering for Critical Question Generation ACL 2025

Investigating Methods for Mapping Learning Objectives to Bloom’s Revised Taxonomy in Course Descriptions for Higher Education ACL 2025

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

OPI-DRO-HEL at at SemEval-2025 Task 11: Few-shot prompting for Text-based Emotion Recognition ACL 2025

Template-Based Text-to-Image Alignment for Language Accessibility A Study on Visualizing Text Simplifications EMNLP 2025

EasyJon at TSAR 2025 Shared Task Evaluation of Automated Text Simplification with LLM-as-a-Judge EMNLP 2025

HULAT-UC3M at TSAR 2025 Shared Task A Prompt-Based Approach using Lightweight Language Models for Readability-Controlled Text Simplification EMNLP 2025

GPT4AMR: Does LLM-based Paraphrasing Improve AMR-to-text Generation Fluency? EMNLP 2025

Midheind at WMT25 General Machine Translation Task EMNLP 2025

ITU NLP at TSAR 2025 Shared Task A Three-Stage Prompting Approach for CEFR-Oriented Text Simplification EMNLP 2025

Medical Text Simplification From Jargon Detection to Jargon-Aware Prompting EMNLP 2025

Auto prompting without training labels: An LLM cascade for product quality assessment in e-commerce catalogs EMNLP 2025