Prompt Engineering

Psychological Assessments with Large Language Models: A Privacy-Focused and Cost-Effective Approach EACL 2024 RecomMind: Movie Recommendation Dialogue with Seeker’s Internal State EMNLP 2024 Redefining Proactivity for Information Seeking Dialogue EMNLP 2024 Retrieved In-Context Principles from Previous Mistakes EMNLP 2024 Revisiting OPRO: The Limitations of Small-Scale LLMs as Optimizers ACL 2024 Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks NeurIPS 2024 Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles EMNLP 2024 SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics EMNLP 2024 Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability EMNLP 2024 Skoltech at TextGraphs-17 Shared Task: Finding GPT-4 Prompting Strategies for Multiple Choice Questions ACL 2024 Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More EACL 2024 StraGo: Harnessing Strategic Guidance for Prompt Optimization EMNLP 2024 STRUCTSUM Generation for Faster Text Comprehension ACL 2024 Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024 Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization NeurIPS 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 Unlocking Black-Box Prompt Tuning Efficiency via Zeroth-Order Optimization EMNLP 2024 Unveiling the Lexical Sensitivity of LLMs: Combinatorial Optimization for Prompt Enhancement EMNLP 2024 Using LLMs to simulate students’ responses to exam questions EMNLP 2024 Vector Quantization Prompting for Continual Learning NeurIPS 2024 Walking in Others’ Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias EMNLP 2024 What is the Best Way for ChatGPT to Translate Poetry? ACL 2024 Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search AAAI 2024 A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches ACL 2023