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prompt engineering

1128 papers

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PE

Co-occurring keywords

large language model (12755) few-shot learning (3390) in-context learning (1369) zero-shot learning (3637) text classification (6776) language model (4573) text generation (2903) chain-of-thought prompting (306) chain of thought (274) question answering (2904)

Papers

LDM2: A Large Decision Model Imitating Human Cognition with Dynamic Memory Enhancement EMNLP 2023
PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training EMNLP 2023
Synthetic Dialogue Dataset Generation using LLM Agents EMNLP 2023
Exploring Prompt Engineering with GPT Language Models for Document-Level Machine Translation: Insights and Findings EMNLP 2023
An Adaptive Prompt Generation Framework for Task-oriented Dialogue System EMNLP 2023
Prompt, Generate, Then Cache: Cascade of Foundation Models Makes Strong Few-Shot Learners CVPR 2023
Prompting Large Language Models With Answer Heuristics for Knowledge-Based Visual Question Answering CVPR 2023
LayoutPrompter: Awaken the Design Ability of Large Language Models NIPS 2023
Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery NIPS 2023
Batch Prompting: Efficient Inference with Large Language Model APIs EMNLP 2023
Language Models can Solve Computer Tasks NIPS 2023
Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions NIPS 2023
Fairness-guided Few-shot Prompting for Large Language Models NIPS 2023
Improving Mathematics Tutoring With A Code Scratchpad ACL 2023
Exploring the Effectiveness of Prompt Engineering for Legal Reasoning Tasks ACL 2023
HELP ME THINK: A Simple Prompting Strategy for Non-experts to Create Customized Content with Models ACL 2023
Augmenting Large Language Model Translators via Translation Memories ACL 2023
Prompted Opinion Summarization with GPT-3.5 ACL 2023
Robustness of Named-Entity Replacements for In-Context Learning EMNLP 2023
The language of prompting: What linguistic properties make a prompt successful? EMNLP 2023
PROTEGE: Prompt-based Diverse Question Generation from Web Articles EMNLP 2023
Prompterator: Iterate Efficiently towards More Effective Prompts EMNLP 2023
A Benchmark for Reasoning with Spatial Prepositions EMNLP 2023
Dr ChatGPT tell me what I want to hear: How different prompts impact health answer correctness EMNLP 2023
Large Language Models are Complex Table Parsers EMNLP 2023