chatgpt prompt engineering

35 verified PDFs

[PDF] the prompt guide - Dave Birss

If you want to write an effective prompt, you need to brief ChatGPT properly. Here's a reminder of the different elements you should consider for your prompt. 6 ...

davebirss.com·30.7 MB
2022-promptchainer.pdf

Large language models (LLMs) have introduced new possibilities for prototyping with AI [18]. Pre-trained on a large amount of text data, models like GPT-3 [3] ...

www.cs.cmu.edu·2.3 MB
[PDF] The Quick Guide to Prompt Engineering

The. Guide to Prompt Engineering stands as a crucial resource for comprehending the terminology, foundational elements, and the commercial and ethical.

www.vailtech.net·2.1 MB
[PDF] Prompt Engineering

Prompt engineering is a process of creating a set of prompts, or questions, that are used to guide the user toward a desired outcome. It is an effective tool ...

www.cse.iitd.ac.in·1.5 MB
s41598-025-99423-9.pdf

We designed and tested four different types of prompts for information extraction (see Prompts section below). Note that due to the token limitation of. ChatGPT ...

www.nature.com·1.4 MB
2404.01077

by K Chang · 2024 · Cited by 111 — Prompting is a mainstream paradigm for adapting large language models to specific natural language processing tasks without modifying internal parameters.

arxiv.org·1.4 MB
Prompt engineering

Chain-of-thought prompting is just one of many prompt-engineering techniques. Various other techniques have been proposed. Generated knowledge prompting[37] ...

www.mat.ucsb.edu·1.3 MB
415

Reinforcement Learning for Prompt Optimization in Language Models: A Comprehensive Survey of Methods,. Representations, and Evaluation ...

www.icck.org·936.0 KB
9780138280376_Sample.pdf

These techniques involve the strategic design of prompts, which are then used to draw out desired responses from large language models (LLMs).

ptgmedia.pearsoncmg.com·920.0 KB
2024.emnlp-main.528.pdf

by K Cheng · 2024 · Cited by 27 — We propose Structure Guided Prompt, a zero-shot prompting framework to guide LLMs in multi-step reasoning by explicitly converting unstructured ...

aclanthology.org·858.8 KB
usenixsecurity25-pape.pdf

by D Pape · 2025 · Cited by 22 — System prompts that include detailed instructions to de- scribe the task performed by the underlying LLM can easily transform foundation models ...

www.usenix.org·708.6 KB

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