Prompt Engineering

InstaJudge: Aligning Judgment Bias of LLM-as-Judge with Humans in Industry Applications EMNLP 2025 ITU NLP at TSAR 2025 Shared Task A Three-Stage Prompting Approach for CEFR-Oriented Text Simplification EMNLP 2025 Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions EMNLP 2025 LIMICS at ArchEHR-QA 2025: Prompting LLMs Beats Fine-Tuned Embeddings ACL 2025 LLMs for Detection and Classification of Persuasion Techniques in Slavic Parliamentary Debates and Social Media Texts ACL 2025 LLMSR@XLLM25: Integrating Reasoning Prompt Strategies with Structural Prompt Formats for Enhanced Logical Inference ACL 2025 Machine Translation Using Grammar Materials for LLM Post-Correction NAACL 2025 Medical Text Simplification From Jargon Detection to Jargon-Aware Prompting EMNLP 2025 Mitigating Hallucinations in Multimodal Spatial Relations through Constraint-Aware Prompting NAACL 2025 Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization ACL 2025 Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning AAAI 2025 Neural at ArchEHR-QA 2025: Agentic Prompt Optimization for Evidence-Grounded Clinical Question Answering ACL 2025 OneNRC@TSAR2025 Shared Task Small Models for Readability Controlled Text Simplification EMNLP 2025 Optimization before Evaluation: Evaluation with Unoptimized Prompts Can be Misleading ACL 2025 ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities EMNLP 2025 OUNLP at TSAR 2025 Shared Task Multi-Round Text Simplifier via Code Generation EMNLP 2025 Personality-Guided Code Generation Using Large Language Models ACL 2025 PersonaTwin: A Multi-Tier Prompt Conditioning Framework for Generating and Evaluating Personalized Digital Twins ACL 2025 PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play ACL 2025 PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models EMNLP 2025 Pragmatic Metacognitive Prompting Improves LLM Performance on Sarcasm Detection COLING 2025 Principled Personas: Defining and Measuring the Intended Effects of Persona Prompting on Task Performance EMNLP 2025 PromptDet: A Lightweight 3D Object Detection Framework with LiDAR Prompts AAAI 2025 Prompt Engineering for Capturing Dynamic Mental Health Self States from Social Media Posts NAACL 2025 PromptSuite: A Task-Agnostic Framework for Multi-Prompt Generation EMNLP 2025