Natural Language Processing (NLP) in GPT-3 - Deepstash

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Natural Language Processing (NLP) in GPT-3

Natural Language Processing (NLP) in GPT-3

NLP is a way to help computers understand human language. It is a subfield of linguistics, computer science, artificial intelligence, and information engineering.

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Language Model (LM) in GPT-3

Language Model (LM) in GPT-3

A language model is a mathematical way of predicting how words will be said next, based on the probability of different word combinations.

Language models are probability distributions over a sequence of words.

They are used for many different tasks, like Part of Spee...

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OpenAI in GPT-3

OpenAI in GPT-3

OpenAI is a research lab that studies artificial intelligence. It was founded in 2015 and is funded by donations from people like Elon Musk and Microsoft.

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Creation of GPT-3

Creation of GPT-3

OpenAI, a research lab in San Francisco, created a deep learning model that is 175 billion parameters (permutations and combinations) and can produce human-like text.

It was trained on large text datasets with hundreds of billions of words.

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Autoregressive (AR) Model in GPT-3

Autoregressive (AR) Model in GPT-3

An AR model is a way to describe a random process. This is used to help understand time-varying processes in things like nature and economics.

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GPT-3 explanation for the layman

GPT-3 explanation for the layman

It stands for Generative Pre-trained Transformer 3 (GPT-3).

GPT-3 is a computer program that can create text that looks like it was written by a human. This program is gaining popularity because it can also create code, stories, and poems.

GPT-3 has gained a lot of at...

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Deep Learning (DL) in GPT-3

Deep Learning (DL) in GPT-3

Deep learning is a type of machine learning where you teach a computer to learn by itself. This type of learning can be supervised, semi-supervised, or unsupervised.

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Artificial Intelligence (AI) in GPT-3

Artificial Intelligence (AI) in GPT-3

AI is when machines do things that are normally done by people like learning and problem-solving.

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How does GPT-3 work?

How does GPT-3 work?

There are two kinds of machine learning: supervised and unsupervised.

Supervised learning is when you have a lot of data that is carefully labeled so the machine can learn how to produce outputs for particular inputs.

Unsupervised learning is when the...

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Get The Basics of GPT-3

Get The Basics of GPT-3

GPT-3 can be understood by understanding a few keywords. These are:

  1. Artificial Intelligence (AI)
  2. Machine learning (ML)
  3. Deep Learning (DL)
  4. Language Model (LM)
  5. Aut...

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Machine learning (ML) in GPT-3

Machine learning (ML) in GPT-3

Machine learning is a field of artificial intelligence that focuses on understanding and creating methods that "learn". This means that the methods get better at doing certain tasks as they get more data.

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GPT-3 is way better than its predecessor

GPT-3 is way better than its predecessor

Language models prior to GPT-3 were designed to perform a specific NLP task, such as generating text, summarizing, or classifying. First, of its kind, GPT-3 is a generalized language model that can perform equally well on a wide range of NLP tasks. 

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Breakdown of Generative || Pre-trained || Transformer

Breakdown of Generative || Pre-trained || Transformer

Generative models are a type of statistical model which are used to create new data by understanding the relationships between different variables.

Pre-trained models are models that have already been trained on a large dataset. This allows them to be used ...

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Management concepts explained like tweets.

Having spent weeks attempting to understand what GPT-3 is, I have finally come up with my own simple explanation. Hope this makes sense to you.

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Natural Language Processing: Word Formation

Morphology is the study of word structure.

Words consist of one or more morphemes (cats= cat+ s). A morpheme is the smallest unit of language.

Morphemes can be of several types:

  • stem (can stand on its own)
  • affix (can't stand on its own)

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The attempt to remove disfluencies from public speaking is in effect 'robotizing' human beings, who unconsciously display their wisdom, intellect, and complex thinking by naturally using the pauses in their speeches.

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Artificial Intelligence: Singularity and Virtual Immortality

Artificial Intelligence: Singularity and Virtual Immortality

The growth of technology and Artificial Intelligence(AI) is on track to provide us with:

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