Additional Readings
(Sorted by Name)
- 2023 AI Index Report
- 3 Principles for prompt engineering with GPT-3
- Eight Things to Know about Large Language Models
- A beginner-friendly guide to generative language models - LaMBDA guide
- A Complete Introduction to Prompt Engineering for Large Language Models
- A Generic Framework for ChatGPT Prompt Engineering
- An SEO’s guide to ChatGPT prompts
- Anyone can Design! With a little help from Generative AI
- AI Content Generation
- AI's rise generates new job title: Prompt engineer
- AI Safety, RLHF, and Self-Supervision - Jared Kaplan | Stanford MLSys #79
- Awesome Textual Instruction Learning Papers
- Awesome ChatGPT Prompts
- Best 100+ Stable Diffusion Prompts
- Best practices for prompt engineering with OpenAI API
- Building GPT-3 applications — beyond the prompt
- Can AI really be protected from text-based attacks?
- ChatGPT, AI and GPT-3 Apps and use cases
- ChatGPT Prompts
- ChatGPT Plugins Collection ⭐️ (unofficial)
- ChatGPT3 Prompt Engineering
- CMU Advanced NLP 2022: Prompting
- Common Sense as Dark Matter - Yejin Choi | Stanford MLSys #78
- Create images with your words – Bing Image Creator comes to the new Bing
- Curtis64's set of prompt gists
- CS324 - Large Language Models
- CS 324 - Advances in Foundation Models
- CS224N: Natural Language Processing with Deep Learning
- DALL·E 2 Prompt Engineering Guide
- DALL·E 2 Preview - Risks and Limitations
- DALLE Prompt Book
- DALL-E, Make Me Another Picasso, Please
- Diffusion Models: A Practical Guide
- Exploiting GPT-3 Prompts
- Exploring Prompt Injection Attacks
- Extrapolating to Unnatural Language Processing with GPT-3's In-context Learning: The Good, the Bad, and the Mysterious
- FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering
- Generative AI with Cohere: Part 1 - Model Prompting
- Generative AI: Perspectives from Stanford HAI
- Get a Load of This New Job: "Prompt Engineers" Who Act as Psychologists to AI Chatbots
- Giving GPT-3 a Turing Test
- GPT-3 & Beyond
- GPT3 and Prompts: A quick primer
- GPT-4 Tutorial: How to Chat With Multiple PDF Files (~1000 pages of Tesla's 10-K Annual Reports)
- Hands-on with Bing’s new ChatGPT-like features
- How to Draw Anything
- How to get images that don't suck
- How to make LLMs say true things
- How to perfect your prompt writing for AI generators
- How to write good prompts
- If I Was Starting Prompt Engineering in 2023: My 8 Insider Tips
- Indirect Prompt Injection on Bing Chat
- Interactive guide to GPT-3 prompt parameters
- Introduction to ChatGPT
- Introduction to Reinforcement Learning with Human Feedback
- In defense of prompt engineering
- JailBreaking ChatGPT: Everything You Need to Know
- Long Context Prompting for Claude 2.1
- Language Models and Prompt Engineering: Systematic Survey of Prompting Methods in NLP
- Language Model Behavior: A Comprehensive Survey
- Learn Prompting
- Learning Prompt
- LINGO : Visually Debiasing Natural Language Instructions to Support Task Diversity
- Make PowerPoint presentations with ChatGPT
- Meet Claude: Anthropic’s Rival to ChatGPT
- Methods of prompt programming
- Mysteries of mode collapse
- NLP for Text-to-Image Generators: Prompt Analysis
- NLP with Deep Learning CS224N/Ling284 - Lecture 11: Prompting, Instruction Tuning, and RLHF
- Notes for Prompt Engineering by sw-yx
- On pitfalls (and advantages) of sophisticated large language models
- OpenAI Cookbook
- OpenAI Prompt Examples for several applications
- Pretrain, Prompt, Predict - A New Paradigm for NLP
- Prompt Engineer: Tech's hottest job title?
- Prompt Engineering by Lilian Weng
- Prompt Engineering 101 - Introduction and resources
- Prompt Engineering 201: Advanced prompt engineering and toolkits
- Prompt Engineering 101: Autocomplete, Zero-shot, One-shot, and Few-shot prompting
- Prompt Engineering 101
- Prompt Engineering - A new profession ?
- Prompt Engineering by co:here
- Prompt Engineering by Microsoft
- Prompt Engineering: The Career of Future
- Prompt engineering davinci-003 on our own docs for automated support (Part I)
- Prompt Engineering Guide: How to Engineer the Perfect Prompts
- Prompt Engineering in GPT-3
- Prompt Engineering Template
- Prompt Engineering Topic by GitHub
- Prompt Engineering: The Ultimate Guide 2023 [GPT-3 & ChatGPT]
- Prompt Engineering: From Words to Art
- Prompt Engineering with OpenAI's GPT-3 and other LLMs
- Prompt injection attacks against GPT-3
- Prompt injection to read out the secret OpenAI API key
- Prompting: Better Ways of Using Language Models for NLP Tasks
- Prompting for Few-shot Learning
- Prompting in NLP: Prompt-based zero-shot learning
- Prompting Methods with Language Models and Their Applications to Weak Supervision
- Prompts as Programming by Gwern
- Prompts for communicators using the new AI-powered Bing
- Reverse Prompt Engineering for Fun and (no) Profit
- Retrieving Multimodal Information for Augmented Generation: A Survey
- So you want to be a prompt engineer: Critical careers of the future
- Simulators
- Start with an Instruction
- Talking to machines: prompt engineering & injection
- Tech’s hottest new job: AI whisperer. No coding required
- The Book - Fed Honeypot
- The ChatGPT Prompt Book
- The ChatGPT list of lists: A collection of 3000+ prompts, examples, use-cases, tools, APIs, extensions, fails and other resources
- The Most Important Job Skill of This Century
- The Mirror of Language
- The Waluigi Effect (mega-post)
- Thoughts and impressions of AI-assisted search from Bing
- Unleash Your Creativity with Generative AI: Learn How to Build Innovative Products!
- Unlocking Creativity with Prompt Engineering
- Using GPT-Eliezer against ChatGPT Jailbreaking
- What Is ChatGPT Doing … and Why Does It Work?
- Why is ChatGPT so good?
- 【徹底解説】これからのエンジニアの必携スキル、プロンプトエンジニアリングの手引「Prompt Engineering Guide」を読んでまとめてみた