Best Practices of ChatGPT for NLP: Prompting Principles, Data Labeling, and Data Generation

ChatGPT is a powerful generative AI platform that can be used for a variety of NLP applications. In this talk, we will discuss the basics of ChatGPT, its generative capabilities, and how to use it for NLP tasks. We will also look at some limitations of ChatGPT and how to possibly circumvent them.

Welcome to our comprehensive guide on learning ChatGPT and its powerful applications in Natural Language Processing (NLP). Dive deep into the world of generative AI as we explore ChatGPT's capabilities, from generating engaging content to understanding the intricacies of human language.

Throughout this video, we'll showcase the following:

1. Demos on effective prompting techniques to achieve desired responses from ChatGPT.
2. How it revolutionizes data labeling and generation for NLP tasks.
3. Address the known limitations of ChatGPT and discuss potential workarounds.
4. Learn how ChatGPT can support data labeling and data generation for NLP modeling and applications.

Whether you're new to the realm of NLP or a seasoned expert looking to leverage ChatGPT's potential, this video is your one-stop resource.

Table of Contents:
0:00 – Introduction to ChatGPT
5:32 – What are ChatGPT and Large Language Models
8:00 – ChatGPT Demo
27:26 – What is a language model?
29:46 – History of LLMs
36:02 – ChatGPT framework
46:42 – ChatGPT use cases for NLP - data labeling and data generation
1:01:03 – Notebook demo
1:03:00 – QnA

#chatgpt #nlp #generativeai #llm #prompts #naturallanguageprocessing