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prompt engineering

1128 papers

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Also known as

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

MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization EMNLP 2023
EduQuick: A Dataset Toward Evaluating Summarization of Informal Educational Content for Social Media AACL 2023
Summary Cycles: Exploring the Impact of Prompt Engineering on Large Language Models’ Interaction with Interaction Log Information AACL 2023
ESG Impact Type Classification: Leveraging Strategic Prompt Engineering and LLM Fine-Tuning AACL 2023
Attack Prompt Generation for Red Teaming and Defending Large Language Models EMNLP 2023
Probing LLMs for hate speech detection: strengths and vulnerabilities EMNLP 2023
Measuring and Narrowing the Compositionality Gap in Language Models EMNLP 2023
Towards Making the Most of ChatGPT for Machine Translation EMNLP 2023
Frugal Prompting for Dialog Models EMNLP 2023
Improving and Simplifying Template-Based Named Entity Recognition EACL 2023
Improving Formality-Sensitive Machine Translation Using Data-Centric Approaches and Prompt Engineering ACL 2023
Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting EMNLP 2023
Prompt Guided Copy Mechanism for Conversational Question Answering INTERSPEECH 2023
ESG Impact Type Classification: Leveraging Strategic Prompt Engineering and LLM Fine-Tuning IJCNLP 2023
Summary Cycles: Exploring the Impact of Prompt Engineering on Large Language Models’ Interaction with Interaction Log Information IJCNLP 2023
Zero-shot Temporal Relation Extraction with ChatGPT ACL 2023
EduQuick: A Dataset Toward Evaluating Summarization of Informal Educational Content for Social Media IJCNLP 2023
Alexander Knox at SemEval-2023 Task 5: The comparison of prompting and standard fine-tuning techniques for selecting the type of spoiler needed to neutralize a clickbait SEMEVAL 2023
Crawling The Internal Knowledge-Base of Language Models EACL 2023
Do Prompt-Based Models Really Understand the Meaning of Their Prompts? NAACL 2022
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning ACL 2022
Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts ACL 2022
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging ACL 2022
ASCM: An Answer Space Clustered Prompting Method without Answer Engineering ACL 2022
What Makes Good In-Context Examples for GPT-3? ACL 2022