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Prompt Engineering

273 papers

Papers per year

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Papers

Optimization before Evaluation: Evaluation with Unoptimized Prompts Can be Misleading ACL 2025
Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization ACL 2025
Task Facet Learning: A Structured Approach To Prompt Optimization ACL 2025
Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment ACL 2025
ADO: Automatic Data Optimization for Inputs in LLM Prompts ACL 2025
PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play ACL 2025
GEMS: Generation-Based Event Argument Extraction via Multi-perspective Prompts and Ontology Steering ACL 2025
Can Stories Help LLMs Reason? Curating Information Space Through Narrative ACL 2025
Exploring LLM Priming Strategies for Few-Shot Stance Classification ACL 2025
Alignment Drift in CEFR-prompted LLMs for Interactive Spanish Tutoring ACL 2025
STAIR-AIG: Optimizing the Automated Item Generation Process through Human-AI Collaboration for Critical Thinking Assessment ACL 2025
A Framework for Proficiency-Aligned Grammar Practice in LLM-Based Dialogue Systems ACL 2025
BJTU at BEA 2025 Shared Task: Task-Aware Prompt Tuning and Data Augmentation for Evaluating AI Math Tutors ACL 2025
ArgHiTZ at ArchEHR-QA 2025: A Two-Step Divide and Conquer Approach to Patient Question Answering for Top Factuality ACL 2025
UNIBUC-SD at ArchEHR-QA 2025: Prompting Our Way to Clinical QA with Multi-Model Ensembling ACL 2025
Neural at ArchEHR-QA 2025: Agentic Prompt Optimization for Evidence-Grounded Clinical Question Answering ACL 2025
LIMICS at ArchEHR-QA 2025: Prompting LLMs Beats Fine-Tuned Embeddings ACL 2025
5cNLP at BioLaySumm2025: Prompts, Retrieval, and Multimodal Fusion ACL 2025
LLMs for Detection and Classification of Persuasion Techniques in Slavic Parliamentary Debates and Social Media Texts ACL 2025
PersonaTwin: A Multi-Tier Prompt Conditioning Framework for Generating and Evaluating Personalized Digital Twins ACL 2025
FiRC-NLP at SemEval-2025 Task 11: To Prompt or to Fine-Tune? Approaches for Multilingual Emotion Classification ACL 2025
IUST_Champs at SemEval-2025 Task 8: Structured Prompting and Retry Policy for Tabular Question Answering ACL 2025
Tables as Thought: Exploring Structured Thoughts in LLM Reasoning ACL 2025
LLMSR@XLLM25: Integrating Reasoning Prompt Strategies with Structural Prompt Formats for Enhanced Logical Inference ACL 2025
A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLM COLING 2025