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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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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 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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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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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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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 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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AI is when machines do things that are normally done by people like learning and problem-solving.
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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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GPT-3 can be understood by understanding a few keywords. These are:
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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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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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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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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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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:
Word forma...
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.
Ironically, synthesized voice systems and Artificial Intelligence assista...
The growth of technology and Artificial Intelligence(AI) is on track to provide us with:
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