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You're reading from  Transformers for Natural Language Processing and Computer Vision - Third Edition

Product typeBook
Published inFeb 2024
Reading LevelN/a
PublisherPackt
ISBN-139781805128724
Edition3rd Edition
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Denis Rothman
Denis Rothman
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Denis Rothman

Denis Rothman graduated from Sorbonne University and Paris-Diderot University, designing one of the very first word2matrix patented embedding and patented AI conversational agents. He began his career authoring one of the first AI cognitive Natural Language Processing (NLP) chatbots applied as an automated language teacher for Moet et Chandon and other companies. He authored an AI resource optimizer for IBM and apparel producers. He then authored an Advanced Planning and Scheduling (APS) solution used worldwide.
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SRL experiments with ChatGPT with GPT-4

We will run our SRL experiments with ChatGPT with GPT-4, beginning with a basic sample and then challenging the model with a more complex example to explore the system’s capacity and limits. You can access ChatGPT on OpenAI’s platform: https://chat.openai.com/.

ChatGPT has two revolutionary features:

  • It is syntax-free, meaning that it does not rely on syntax trees or rules at all. This approach is a paradigm shift from classical AI to generative models. Generative models detect statistical patterns in sequences but do not learn rules at all. The rules are implicit through statistical training, not explicit.
  • The responses are not pre-designed and remain stochastic, meaning that we will get a mostly reliable (like for any AI model) output but not the same word-for-word output each time. This stochastic, random behavior makes recent LLMs so human-like.

Let’s begin with a basic sample.

Basic...

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Transformers for Natural Language Processing and Computer Vision - Third Edition
Published in: Feb 2024Publisher: PacktISBN-13: 9781805128724

Author (1)

author image
Denis Rothman

Denis Rothman graduated from Sorbonne University and Paris-Diderot University, designing one of the very first word2matrix patented embedding and patented AI conversational agents. He began his career authoring one of the first AI cognitive Natural Language Processing (NLP) chatbots applied as an automated language teacher for Moet et Chandon and other companies. He authored an AI resource optimizer for IBM and apparel producers. He then authored an Advanced Planning and Scheduling (APS) solution used worldwide.
Read more about Denis Rothman