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Prompt Engineering

273 directly classified papers

Papers per year

Papers

Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together EMNLP 2024
From Test-Taking to Test-Making: Examining LLM Authoring of Commonsense Assessment Items EMNLP 2024
What is the Best Way for ChatGPT to Translate Poetry? ACL 2024
Prompt Engineering a Prompt Engineer ACL 2024
Emulating Author Style: A Feasibility Study of Prompt-enabled Text Stylization with Off-the-Shelf LLMs EACL 2024
Prompt-Based Length Controlled Generation with Multiple Control Types ACL 2024
Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More EACL 2024
SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics EMNLP 2024
P4: Plug-and-Play Discrete Prompting for Large Language Models Personalization ACL 2024
Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models ACL 2024
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models ACL 2024
Prompt Learning with Extended Kalman Filter for Pre-trained Language Models IJCAI 2024
Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals? ACL 2024
It Is Not About What You Say, It Is About How You Say It: A Surprisingly Simple Approach for Improving Reading Comprehension ACL 2024
Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives COLING 2024
Ask Again, Then Fail: Large Language Models’ Vacillations in Judgment ACL 2024
BvSP: Broad-view Soft Prompting for Few-Shot Aspect Sentiment Quad Prediction ACL 2024
Prompting Fairness: Learning Prompts for Debiasing Large Language Models EACL 2024
Position Engineering: Boosting Large Language Models through Positional Information Manipulation EMNLP 2024
BEnQA: A Question Answering Benchmark for Bengali and English ACL 2024
LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024
Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024
STRUCTSUM Generation for Faster Text Comprehension ACL 2024
Creative and Context-Aware Translation of East Asian Idioms with GPT-4 EMNLP 2024
Prompt Optimization via Adversarial In-Context Learning ACL 2024