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Prompt Engineering

88 directly classified papers

Papers per year

Papers

MedLinkDE – MedDRA Entity Linking for German with Guided Chain of Thought Reasoning EMNLP 2025
Emergent Wisdom at BEA 2025 Shared Task: From Lexical Understanding to Reflective Reasoning for Pedagogical Ability Assessment ACL 2025
Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction ACL 2025
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs EMNLP 2025
AutoDSPy: Automating Modular Prompt Design with Reinforcement Learning for Small and Large Language Models EMNLP 2025
Exclusion of Thought: Mitigating Cognitive Load in Large Language Models for Enhanced Reasoning in Multiple-Choice Tasks ACL 2025
NeuralNexus at BEA 2025 Shared Task: Retrieval-Augmented Prompting for Mistake Identification in AI Tutors ACL 2025
NLP-Cimat at SemEval-2025 Task 11: Prompt Optimization for LLMs via Genetic Algorithms and Systematic Mutation applied on Emotion Detection ACL 2025
Flaw or Artifact? Rethinking Prompt Sensitivity in Evaluating LLMs EMNLP 2025
ZERA: Zero-init Instruction Evolving Refinement Agent – From Zero Instructions to Structured Prompts via Principle-based Optimization EMNLP 2025
PromptSuite: A Task-Agnostic Framework for Multi-Prompt Generation EMNLP 2025
InstaJudge: Aligning Judgment Bias of LLM-as-Judge with Humans in Industry Applications EMNLP 2025
What Makes a Good Natural Language Prompt? ACL 2025
APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts ACL 2025
RiOT: Efficient Prompt Refinement with Residual Optimization Tree ACL 2025
Prompting Metaphoricity: Soft Labeling with Large Language Models in Popular Communication of Science Tweets in Spanish ACL 2025
Neural at ArchEHR-QA 2025: Agentic Prompt Optimization for Evidence-Grounded Clinical Question Answering ACL 2025
Howard University-AI4PC at SemEval-2025 Task 11: Combining Expert Personas via Prompting for Enhanced Multilingual Emotion Analysis ACL 2025
SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025
Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning ACL 2025
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation AAAI 2025
Why Prompt Design Matters and Works: A Complexity Analysis of Prompt Search Space in LLMs ACL 2025
Beyond Prompt Engineering: A Reinforced Token-Level Input Refinement for Large Language Models AAAI 2025
Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks ACL 2024
Wordflow: Social Prompt Engineering for Large Language Models ACL 2024