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