---
id: "/prompting/advanced/"
title: "Prompting for advanced learners"
creator: null
url: "https://skillissue.dev/prompting/advanced/"
level: null
category: null
models: null
source_date: null
date_added: null
---

# Prompting for advanced learners

[Beginner](/prompting/beginner/index.md) [Intermediate](/prompting/intermediate/index.md) [Advanced](/prompting/advanced/index.md) [Expert](/prompting/expert/index.md)

4 resources

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### [Prompt Engineering](/e/lilianweng-prompt-engineering/index.md)

by [Lilian Weng](https://lilianweng.github.io/posts/2023-03-15-prompt-engineering/)

Dense, research-backed survey of prompting methods with citations.

Advanced · any · 2023-03-15

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### [The Prompt Report: A Systematic Survey of Prompt Engineering Techniques](/e/schulhoff-the-prompt-report/index.md)

by [Sander Schulhoff et al.](https://arxiv.org/abs/2406.06608)

A broad research taxonomy for comparing prompting techniques and finding their sources.

Advanced · any · 2024-06-06

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### [Self-Consistency Improves Chain of Thought Reasoning in Language Models](/e/wang-self-consistency/index.md)

by [Xuezhi Wang et al.](https://arxiv.org/abs/2203.11171)

Sample several reasoning paths and take the majority answer.

Advanced · any · 2022-03-21

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### [Chain-of-Thought Prompting Elicits Reasoning in Large Language Models](/e/wei-chain-of-thought-prompting/index.md)

by [Jason Wei et al.](https://arxiv.org/abs/2201.11903)

Early research on using worked reasoning examples to improve performance on reasoning tasks.

Advanced · any · 2022-01-28