prompt engineering

SynPrompt: Syntax-aware Enhanced Prompt Engineering for Aspect-based Sentiment Analysis COLING 2024 Systematic Task Exploration with LLMs: A Study in Citation Text Generation ACL 2024 Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models ICLR 2024 Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization NeurIPS 2024 Teaching Large Language Models an Unseen Language on the Fly ACL 2024 Teaching LLMs at Charles University: Assignments and Activities ACL 2024 Text-Driven Image Editing via Learnable Regions CVPR 2024 The Base-Rate Effect on LLM Benchmark Performance: Disambiguating Test-Taking Strategies from Benchmark Performance EMNLP 2024 The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance ACL 2024 The Death and Life of Great Prompts: Analyzing the Evolution of LLM Prompts from the Structural Perspective EMNLP 2024 The Effect of Sampling Temperature on Problem Solving in Large Language Models EMNLP 2024 The Impact of Reasoning Step Length on Large Language Models ACL 2024 The power of Prompts: Evaluating and Mitigating Gender Bias in MT with LLMs ACL 2024 “Thinking” Fair and Slow: On the Efficacy of Structured Prompts for Debiasing Language Models EMNLP 2024 Think Twice: Perspective-Taking Improves Large Language Models’ Theory-of-Mind Capabilities ACL 2024 THOUGHT PROPAGATION: AN ANALOGICAL APPROACH TO COMPLEX REASONING WITH LARGE LANGUAGE MODELS ICLR 2024 To Ask LLMs about English Grammaticality, Prompt Them in a Different Language EMNLP 2024 To Clarify or not to Clarify: A Comparative Analysis of Clarification Classification with Fine-Tuning, Prompt Tuning, and Prompt Engineering NAACL 2024 TopicGPT: A Prompt-based Topic Modeling Framework NAACL 2024 Topic Modeling for Short Texts with Large Language Models ACL 2024 Towards AutoAI: Optimizing a Machine Learning System with Black-box and Differentiable Components ICML 2024 Towards interfacing large language models with ASR systems using confidence measures and prompting Interspeech 2024 Tree of Attacks: Jailbreaking Black-Box LLMs Automatically NeurIPS 2024 Tutor-ICL: Guiding Large Language Models for Improved In-Context Learning Performance EMNLP 2024 UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis NAACL 2024