prompt engineering

LLM-Rec: Personalized Recommendation via Prompting Large Language Models NAACL 2024 LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma ACL 2024 Localized Zeroth-Order Prompt Optimization NeurIPS 2024 Low-code LLM: Graphical User Interface over Large Language Models NAACL 2024 Low-Resource Machine Translation through Retrieval-Augmented LLM Prompting: A Study on the Mambai Language COLING 2024 LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting ACL 2024 MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NeurIPS 2024 Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives COLING 2024 Manipulating Embeddings of Stable Diffusion Prompts IJCAI 2024 Many-Shot In-Context Learning NeurIPS 2024 MapCoder: Multi-Agent Code Generation for Competitive Problem Solving ACL 2024 Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving NeurIPS 2024 Metacognitive Prompting Improves Understanding in Large Language Models NAACL 2024 Meta-Task Prompting Elicits Embeddings from Large Language Models ACL 2024 MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark NeurIPS 2024 MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts AAAI 2024 More Samples or More Prompts? Exploring Effective Few-Shot In-Context Learning for LLMs with In-Context Sampling NAACL 2024 Mothman at SemEval-2024 Task 9: An Iterative System for Chain-of-Thought Prompt Optimization SemEval 2024 Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models EMNLP 2024 Multilingual Fact-Checking using LLMs EMNLP 2024 Multi-Stage Prompting for Next Best Agent Recommendations in Adaptive Workflows AAAI 2024 Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives EMNLP 2024 Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future ACL 2024 Navigating Hallucinations for Reasoning of Unintentional Activities EMNLP 2024 Navigating the Modern Evaluation Landscape: Considerations in Benchmarks and Frameworks for Large Language Models (LLMs) COLING 2024