What is Natural Language Processing?
Have you ever wondered how
devices like Siri and Alexa understand and interpret your voice? Do you get a
little annoyed when they can't understand some words? The answer is natural
language processing (NLP).
NLP is a field of
artificial intelligence that uses computer science and linguistics to help
computers understand "human language."
NLP aims to bridge the gap
between human language and computer command line interface. Humans have
hundreds of languages. Computers, however, have only one native language,
called machine language. All processes in your computer and smart device
communicate with millions of people to perform the same task. Machine code is
unintelligible to humans, making NLP an integral part of human-computer
interaction. Let's look at some of the basics of NLP
and some real-world applications.
Using Natural Language
Processing in AI
Spam filter
NLP is also used in spam
filtering. The job of a spam filter is to catch unwanted emails and send them
to a separate folder instead of your usual inbox. Simple spam filtering can be
achieved using classification models and machine learning. But NLP is better at
identifying useful emails from real spam.
The chatbots
A chatbot is an artificial
intelligence (AI) software that can interact with a user in natural language.
It is an advanced implementation of natural language processing, bringing us
closer to communicating with computers like human-to-human communication. Products
that use NLP
We use many products every
day without realizing that NLP powers them. Here are some of the most popular
ones.
Siri/Alexa/Cortana
Every tech giant has
developed its virtual assistant to give its users the perfect experience.
Alexa, Cortana, Siri,
and Google Assistant are widely used. These programs are not only able
to control your phone but also a large number of compatible smart devices such
as wireless, smart TV, lights, etc.
Grammarly
Grammar has become one of
the most popular writing tools people use worldwide. It is an exciting tool
that can add a variety of changes to your text.
Besides checking spelling and grammar, Grammarly can check active and passive voice usage, book tone, and sentence complexity and suggest edits based on your writing goals.
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